{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":48,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":48,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"2034884b10f2","filters":{"venue":"American Journal of Psychotherapy"}},"results":[{"id":"W1640346996","doi":"10.1176/appi.psychotherapy.2006.60.3.233","title":"Cognitive-Behavioral Therapy and Psychodynamic Psychotherapy: Techniques, Efficacy, and Indications","year":2006,"lang":"en","type":"review","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":179,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychotherapist; Psychodynamic psychotherapy; Randomized controlled trial; Psychology; Cognitive therapy; Cognitive behavioral therapy; Cognition; Psychodynamics; Clinical psychology; MEDLINE; Mental health; Psychiatry; Medicine","authors":[{"name":"Falk Leichsenring","is_ca":false},{"name":"Wolfgang Hiller","is_ca":false},{"name":"Michael Weissberg","is_ca":false},{"name":"Eric Leibing","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0655329544485176,"gpt":0.4489963828775309,"spread":0.3834634284290133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01004699,0.00119456,0.002810743,0.005961385,0.0006483142,0.003556115,0.001406463,0.003647593,0.003849383],"category_scores_gemma":[0.02511728,0.0004007878,0.001277692,0.005478565,0.002762893,0.003212965,0.001673961,0.002833381,0.0007757336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002410398,"about_ca_system_score_gemma":0.005587384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001552729,"about_ca_topic_score_gemma":0.001965588,"domain_scores_codex":[0.9911582,0.004291215,0.001493995,0.0005054672,0.002348262,0.0002029762],"domain_scores_gemma":[0.9842986,0.01141607,0.002442286,0.000311477,0.001311296,0.0002203611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006352257,0.000163545,0.001382204,0.07308555,0.0003221875,0.0001585722,0.0007212363,0.0002466691,0.0007413309,0.01635945,0.01095368,0.8952304],"study_design_scores_gemma":[0.001125354,0.001769726,0.02264701,0.3425548,0.003273054,0.00711215,0.002493102,0.001021932,0.002304445,0.04752479,0.5679225,0.0002510534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000444778,0.9932795,0.0007213959,0.002690116,0.0004964509,0.00008745677,0.0000436901,0.000009134549,0.002227492],"genre_scores_gemma":[0.01747837,0.968035,0.007743865,0.003201235,0.002080688,0.0006974678,0.00009114022,0.00001766788,0.0006545071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01004699,"threshold_uncertainty_score":0.0531342,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2135093301","doi":"10.1176/appi.psychotherapy.2007.61.3.241","title":"The Essence of Process-Experiential/Emotion-Focused Therapy","year":2007,"lang":"en","type":"review","venue":"American Journal of Psychotherapy","topic":"Child Therapy and Development","field":"Psychology","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"York University","funders":"","keywords":"Attunement; Experiential learning; Psychology; Psychotherapist; Process (computing); Task (project management); Gestalt therapy; Existentialism; Empathy; Gestalt psychology; Social psychology; Epistemology; Pedagogy; Computer science; Medicine; Management","authors":[{"name":"Robert Elliott","is_ca":false},{"name":"Leslie S. Greenberg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04920361483917098,"gpt":0.4230856420983673,"spread":0.3738820272591963,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002541395,0.0006989884,0.001336435,0.001965812,0.0006268528,0.002715049,0.001505901,0.002446631,0.001926128],"category_scores_gemma":[0.002463057,0.0003419691,0.0004930201,0.001961726,0.004075445,0.003301636,0.001780791,0.004157971,0.001224307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510973,"about_ca_system_score_gemma":0.002863371,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001251515,"about_ca_topic_score_gemma":0.00117725,"domain_scores_codex":[0.9985023,0.0005889199,0.0001102076,0.000188172,0.0005384401,0.00007193655],"domain_scores_gemma":[0.9988441,0.0008028876,0.0001033305,0.00007047289,0.0001117301,0.00006745302],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000292278,0.0001976405,0.000224884,0.005942242,0.00004440555,0.0002146255,0.001317017,0.000331514,0.000781997,0.06111978,0.008088264,0.9217083],"study_design_scores_gemma":[0.00003172,0.000166052,0.002061662,0.006565514,0.00005110935,0.003982841,0.0008613505,0.0003019681,0.0009950224,0.06567197,0.9192731,0.00003765302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001067682,0.9465693,0.01812197,0.005088422,0.0007580201,0.0001143519,0.00002157957,0.00008907208,0.0281696],"genre_scores_gemma":[0.02336416,0.9512995,0.01561372,0.003337751,0.000738117,0.0003025395,0.00003760687,0.00003144555,0.005275017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002715049,"threshold_uncertainty_score":0.01344031,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W98343061","doi":"10.1176/appi.psychotherapy.2004.58.2.150","title":"Alexithymia as a Predictor of Residual Symptoms in Depressed Patients Who Respond to Short-Term Psychotherapy","year":2004,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Alexithymia; Psychology; Beck Depression Inventory; Depression (economics); Anxiety; Clinical psychology; Toronto Alexithymia Scale; Feeling; Psychotherapist; Antidepressant; Persistence (discontinuity); Psychiatry","authors":[{"name":"John S. Ogrodniczuk","is_ca":true},{"name":"William E. Piper","is_ca":true},{"name":"Anthony S. Joyce","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00907353589988843,"gpt":0.3018402694996042,"spread":0.2927667335997158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004615227,0.0001793268,0.0003805112,0.0004904818,0.0003739084,0.0003945339,0.0002010619,0.0004170893,0.0009065174],"category_scores_gemma":[0.002938163,0.0001709411,0.0003318134,0.0003244247,0.0002486091,0.0001767971,0.0003171433,0.0006164773,0.0001165183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001905935,"about_ca_system_score_gemma":0.00021528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001771182,"about_ca_topic_score_gemma":0.002997813,"domain_scores_codex":[0.9996839,0.00009763788,0.00004956199,0.00002659014,0.00008559004,0.00005679444],"domain_scores_gemma":[0.9987115,0.0003411095,0.0005254025,0.00004855906,0.0001004724,0.0002730115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002633177,0.0001003987,0.9962887,0.000008828153,0.00003985141,0.0002186418,0.0001484543,0.00004430284,0.0004833713,0.00001099596,0.00006714963,0.002326048],"study_design_scores_gemma":[0.00001235329,0.0002319247,0.9987133,0.000005846922,0.00002020489,0.0005224913,0.0001601376,0.0002244836,0.00004532564,0.00001425718,0.00004710663,0.000002574336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999674,0.00009456663,0.00002367979,0.00002882877,0.00000356454,0.000006220256,0.00002246213,0.000001413876,0.0001452558],"genre_scores_gemma":[0.9997995,0.00004299202,0.00003433846,0.00001187342,0.000004979987,0.000003606309,0.00005760599,4.358051e-7,0.00004469921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001771182,"threshold_uncertainty_score":0.0035218,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W96155665","doi":"10.1176/appi.psychotherapy.2003.57.4.528","title":"Working with Metaphor","year":2003,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hotel Dieu Hospital; Kingston General Hospital","funders":"","keywords":"Metaphor; Relevance (law); Psychology; Conceptual metaphor; Epistemology; Poetry; Simple (philosophy); Sociology; Psychotherapist; Philosophy; Political science; Linguistics","authors":[{"name":"Peter A. Sims","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0228412400901107,"gpt":0.3039145024130123,"spread":0.2810732623229016,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01089983,0.001084499,0.0006759572,0.002051021,0.007071515,0.009595997,0.001634436,0.003858949,0.006503145],"category_scores_gemma":[0.01739081,0.0004285515,0.001048156,0.0009537525,0.03556911,0.01809284,0.01040415,0.006448389,0.001675906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250751,"about_ca_system_score_gemma":0.003874344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001245243,"about_ca_topic_score_gemma":0.001391434,"domain_scores_codex":[0.9891644,0.008103268,0.00021122,0.0005592918,0.001444421,0.0005175007],"domain_scores_gemma":[0.9939746,0.003437645,0.0004555469,0.0008773112,0.0007084533,0.0005463185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002240855,0.00003017167,0.0004408073,0.0001716202,0.00001248663,0.0003652397,0.1321215,0.0002622592,0.000942152,0.8376155,0.006171193,0.0218446],"study_design_scores_gemma":[0.0000224226,0.00007652692,0.0003758964,0.0004402989,0.00001574249,0.002585246,0.07044279,0.001211876,0.001106888,0.6093822,0.3142816,0.00005859409],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.09377308,0.01427173,0.393666,0.06389859,0.002594079,0.0002693453,0.00008129071,0.0007734908,0.4306725],"genre_scores_gemma":[0.8253197,0.005217145,0.1275854,0.005018345,0.0003466874,0.0002361296,0.00009023858,0.0003098843,0.03587643],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01089983,"threshold_uncertainty_score":0.05764449,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W18452804","doi":"10.1176/appi.psychotherapy.2013.67.1.89","title":"Effectiveness and Cost Effectiveness of Davanloo’s Intensive Short-Term Dynamic Psychotherapy: Does Unlocking the Unconscious Make a Difference?","year":2013,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":44,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Unconscious mind; Psychotherapist; Term (time); Psychology; Psychoanalysis","authors":[{"name":"Joel M. Town","is_ca":true},{"name":"Allan Abbass","is_ca":true},{"name":"Denise Bernier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01366782376619685,"gpt":0.3436234456545949,"spread":0.3299556218883981,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002456143,0.0002013679,0.0006564241,0.0008441982,0.0003636539,0.0005260886,0.0003876341,0.0005116971,0.001863259],"category_scores_gemma":[0.007988663,0.0001042741,0.0009122355,0.0005644893,0.0007594922,0.0008960394,0.0006953895,0.0005992819,0.00008327863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001139557,"about_ca_system_score_gemma":0.0006990566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001757363,"about_ca_topic_score_gemma":0.002495494,"domain_scores_codex":[0.9973131,0.001497,0.0001882113,0.0001103109,0.0007452043,0.0001461672],"domain_scores_gemma":[0.995719,0.002918551,0.0006710013,0.0001523195,0.0001628477,0.000376225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02953191,0.005792524,0.05183524,0.001498691,0.001804369,0.0003213472,0.0009022049,0.002173817,0.002139807,0.005234297,0.001047378,0.8977184],"study_design_scores_gemma":[0.01156572,0.1292567,0.7998195,0.002466466,0.005388069,0.003051126,0.003845521,0.00910201,0.004718273,0.01429686,0.01628183,0.0002080549],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696772,0.01944218,0.0004275601,0.00174839,0.0001016886,0.000172258,0.00008354938,0.000006725726,0.008340449],"genre_scores_gemma":[0.9959263,0.003092675,0.0004261142,0.0001611152,0.00008096126,0.00005113024,0.00005091779,0.000001939696,0.0002089434],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002456143,"threshold_uncertainty_score":0.01298946,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W317689982","doi":"10.1176/appi.psychotherapy.2007.61.3.333","title":"Coming Out of the Sex Therapy Closet: Using Experiential Psychotherapy with Sexual Problems and Concerns","year":2007,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Experiential learning; Psychotherapist; Psychology; Feeling; Closet; Dream; Pleasure; Sex therapy; Complaint; Sexual dysfunction; Psychoanalysis; Social psychology","authors":[{"name":"Peggy J. Kleinplatz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06858316175487439,"gpt":0.4073260291227662,"spread":0.3387428673678918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002153874,0.0004249355,0.0002128967,0.0007007375,0.001967093,0.003013998,0.0007964619,0.001821607,0.004047474],"category_scores_gemma":[0.004507944,0.0002012063,0.0003568854,0.0003639792,0.003828306,0.003092969,0.004393838,0.002080431,0.0005542862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000492679,"about_ca_system_score_gemma":0.0009572378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002571317,"about_ca_topic_score_gemma":0.0006699181,"domain_scores_codex":[0.9981321,0.001423274,0.00002941167,0.00007271356,0.0002092315,0.0001333566],"domain_scores_gemma":[0.9988255,0.0006681185,0.0000706691,0.0001002354,0.00002726738,0.0003081064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002497998,0.003329162,0.003354574,0.0009624063,0.00004745762,0.006009119,0.2059097,0.0006052179,0.005992206,0.04968164,0.01512669,0.7087321],"study_design_scores_gemma":[0.0005585923,0.00491605,0.0202633,0.002553297,0.0001378538,0.07592006,0.312849,0.002600463,0.006455644,0.08986407,0.4836665,0.0002152054],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6026307,0.01476063,0.07043385,0.02164217,0.001426749,0.000791905,0.00004825492,0.0006713943,0.2875944],"genre_scores_gemma":[0.9351882,0.006677136,0.03157717,0.003154769,0.0003633986,0.000459029,0.00003723644,0.00004701098,0.02249609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004047474,"threshold_uncertainty_score":0.01354021,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W75650992","doi":"10.1176/appi.psychotherapy.2004.58.1.17","title":"An Integrated Approach to the Formulation and Psychotherapy of Medically Unexplained Symptoms: Meaning- and Attachment-based Intervention","year":2004,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychosomatic Disorders and Their Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Psychotherapist; Existentialism; Narrative; Intervention (counseling); Meaning (existential); Psychology; Anxiety; Attachment theory; Death anxiety; Clinical psychology; Psychoanalysis; Psychiatry; Epistemology; Philosophy","authors":[{"name":"Robert Maunder","is_ca":true},{"name":"Jonathan Hunter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01029654551989433,"gpt":0.3096524035300696,"spread":0.2993558580101753,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001326624,0.0005357545,0.0003609324,0.000668972,0.001886546,0.000831047,0.001115115,0.001503584,0.003059956],"category_scores_gemma":[0.003160113,0.0002461087,0.0004748736,0.0003896423,0.001065252,0.001005469,0.004169052,0.003589053,0.0002720656],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001014313,"about_ca_system_score_gemma":0.002947286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009760118,"about_ca_topic_score_gemma":0.003693171,"domain_scores_codex":[0.9991354,0.0004969584,0.00003671654,0.00007187681,0.000148554,0.0001105115],"domain_scores_gemma":[0.9993907,0.0002366168,0.00007304373,0.00003565095,0.00003117563,0.0002327225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0004299101,0.01370534,0.00311869,0.001149482,0.0001221113,0.002481142,0.0558571,0.002960792,0.01063463,0.03484912,0.02727102,0.8474206],"study_design_scores_gemma":[0.006293529,0.0187589,0.1322335,0.005698076,0.0007928854,0.0292696,0.1309811,0.03116199,0.008234209,0.2260252,0.4100716,0.0004793877],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4849577,0.01136517,0.3197465,0.0626191,0.00346134,0.01340083,0.0001391541,0.0009600902,0.1033501],"genre_scores_gemma":[0.734779,0.008801267,0.2290624,0.005263737,0.0007916948,0.006448593,0.0001109132,0.00005398357,0.01468834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003059956,"threshold_uncertainty_score":0.01023656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W158469385","doi":"10.1176/appi.psychotherapy.2002.56.4.585","title":"Family Therapy and Dialectical Behavior Therapy with Adolescents: Part II: A Theoretical Review","year":2002,"lang":"en","type":"review","venue":"American Journal of Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Dialectical behavior therapy; Borderline personality disorder; Family therapy; Dialectic; Psychotherapist; Psychology; Transactional analysis; Transactional leadership; Affect (linguistics); Behavioral therapy; Inclusion (mineral); Systemic therapy; Clinical psychology; Developmental psychology; Medicine; Social psychology; Epistemology","authors":[{"name":"Kristen A. Woodberry","is_ca":false},{"name":"Alec L. Miller","is_ca":false},{"name":"Juliet Glinski","is_ca":false},{"name":"Jay Indik","is_ca":false},{"name":"Aimee G. Mitchell","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06245271633124708,"gpt":0.3853329591424074,"spread":0.3228802428111603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001636467,0.001052692,0.002417988,0.004561508,0.0005725758,0.001768814,0.001490631,0.002790766,0.003069742],"category_scores_gemma":[0.00218297,0.0004262536,0.0005150705,0.005681671,0.001373704,0.002700302,0.001242152,0.001769773,0.001450537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00170089,"about_ca_system_score_gemma":0.002397941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003216628,"about_ca_topic_score_gemma":0.003548078,"domain_scores_codex":[0.9992716,0.0002957845,0.0001093396,0.0001048999,0.0001854801,0.00003291585],"domain_scores_gemma":[0.9987662,0.0008500585,0.0001481568,0.0000317132,0.0001468979,0.0000570052],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003818643,0.0001272352,0.0003079445,0.01906026,0.00006518517,0.0002441431,0.0005016664,0.0003283622,0.0001973811,0.004298232,0.008748178,0.9660832],"study_design_scores_gemma":[0.00005692388,0.0002658816,0.005819144,0.05537209,0.000238287,0.006295182,0.001608798,0.0003767593,0.0003927134,0.01044698,0.9190622,0.00006508797],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001032639,0.9989861,0.0001188774,0.0001790874,0.00006491671,0.000006493421,0.000003187941,0.000002363877,0.0005355842],"genre_scores_gemma":[0.0008502717,0.9985575,0.0002462781,0.0001129532,0.00006761295,0.00001934009,0.000006452211,0.0000010402,0.0001385087],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004561508,"threshold_uncertainty_score":0.0123409,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3138659152","doi":"10.1176/appi.psychotherapy.20200052","title":"Neuroscience of Enduring Change: Implications for Psychotherapy","year":2021,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Educational and Psychological Assessments","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Kaleidoscope; Psychology; Perspective (graphical); Psychotherapist; Cognitive neuroscience; Psychoanalysis; Cognitive science; Cognition; Neuroscience; Computer science","authors":[{"name":"Uëli Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1255038390542487,"gpt":0.4674991917532624,"spread":0.3419953526990138,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002756761,0.000425225,0.0007567087,0.001933397,0.002372345,0.0040282,0.001426648,0.003180368,0.006462403],"category_scores_gemma":[0.008487578,0.000189625,0.0003468814,0.001093584,0.007819917,0.004709193,0.001834191,0.004080846,0.0003055755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004330928,"about_ca_system_score_gemma":0.008101819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003622276,"about_ca_topic_score_gemma":0.007159327,"domain_scores_codex":[0.999353,0.0003363453,0.0000424936,0.000060429,0.0001403785,0.00006741573],"domain_scores_gemma":[0.995385,0.003048317,0.0002872388,0.0001883866,0.0004744745,0.000616494],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.000621995,0.001788042,0.01693372,0.003053599,0.00009806006,0.003467414,0.005596228,0.001418809,0.001832014,0.5739618,0.04518998,0.3460383],"study_design_scores_gemma":[0.0001849606,0.0004628063,0.03684863,0.002515795,0.00005359891,0.004491929,0.01503823,0.001226069,0.0006772266,0.8706845,0.06773569,0.00008059935],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0414961,0.3082522,0.01204041,0.4112068,0.007445551,0.0004468496,0.0002568158,0.0001016708,0.2187536],"genre_scores_gemma":[0.757405,0.1939567,0.01376247,0.01762897,0.00809233,0.0008329583,0.0001780909,0.00002869515,0.008114745],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006462403,"threshold_uncertainty_score":0.03142327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3088585348","doi":"10.1176/appi.psychotherapy.20200020","title":"Applying Psychotherapeutic Principles to Bolster Resilience Among Health Care Workers During the COVID-19 Pandemic","year":2020,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Sinai Health System","funders":"","keywords":"Psychology; Mental health; Health care; Burnout; Distress; Psychological resilience; Grief; Coaching; Pandemic; Population; Nursing; Medicine; Psychiatry; Psychotherapist; Clinical psychology; Coronavirus disease 2019 (COVID-19)","authors":[{"name":"Benjamin Rosen","is_ca":true},{"name":"Mary Preisman","is_ca":true},{"name":"Jonathan Hunter","is_ca":true},{"name":"Robert Maunder","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1072343966274768,"gpt":0.4415332507666087,"spread":0.3342988541391319,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005147104,0.0004922915,0.0002497775,0.0007645069,0.005005096,0.0030019,0.001812731,0.001798915,0.001527758],"category_scores_gemma":[0.007383198,0.000284036,0.0007299077,0.000364176,0.007777622,0.001647562,0.008592401,0.004654341,0.0003502374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005816793,"about_ca_system_score_gemma":0.01482959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007642347,"about_ca_topic_score_gemma":0.02607079,"domain_scores_codex":[0.9971813,0.001871213,0.00006009222,0.0001105842,0.0002829371,0.0004937996],"domain_scores_gemma":[0.99762,0.0010047,0.000244583,0.0001522428,0.0001729135,0.0008054082],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001753484,0.002775314,0.008814188,0.002148015,0.000132479,0.002776301,0.4766049,0.002636627,0.005569269,0.05642366,0.0457079,0.3962361],"study_design_scores_gemma":[0.0004237716,0.002500971,0.03851188,0.008423635,0.0002829438,0.00372938,0.4617088,0.00484167,0.005363989,0.08576493,0.3882261,0.0002219424],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.453746,0.0138528,0.06040386,0.3565505,0.00444168,0.0024059,0.00006893581,0.0005448434,0.1079854],"genre_scores_gemma":[0.9139979,0.01131283,0.04609082,0.01736731,0.0005193273,0.001208763,0.00003611084,0.00007110914,0.009395811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007642347,"threshold_uncertainty_score":0.04220396,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W109314234","doi":"10.1176/appi.psychotherapy.2002.56.4.522","title":"The Role of Couple Therapy in the Treatment of Narcissistic Personality Disorder","year":2002,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Narcissistic personality disorder; Psychology; Narcissism; Psychotherapist; Gratification; Psychoanalytic theory; Borderline personality disorder; Sadistic personality disorder; Personality disorders; Countertransference; Mentalization; Personality; Clinical psychology; Psychoanalysis","authors":[{"name":"Paul S. Links","is_ca":true},{"name":"Michelle Stockwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02243818927812649,"gpt":0.3231680011232325,"spread":0.3007298118451061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003195577,0.0002775074,0.0003253651,0.0006150439,0.001639636,0.0008991851,0.0006203573,0.001504225,0.002087744],"category_scores_gemma":[0.005831957,0.0001496397,0.0004035356,0.0004454139,0.00149607,0.001073021,0.001479879,0.002015474,0.0001898131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000594472,"about_ca_system_score_gemma":0.001403788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009276523,"about_ca_topic_score_gemma":0.001556446,"domain_scores_codex":[0.9975299,0.002124222,0.000068159,0.00004275038,0.000173161,0.00006187315],"domain_scores_gemma":[0.9984576,0.00104435,0.0001759615,0.00006072201,0.00004881324,0.0002126312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001001861,0.0007617177,0.01015731,0.001233097,0.0001505454,0.004001659,0.006285338,0.001723508,0.001375157,0.016597,0.006527955,0.9501848],"study_design_scores_gemma":[0.003064619,0.03212767,0.1436871,0.01209844,0.001151265,0.1571308,0.0603619,0.01408884,0.004269995,0.1064188,0.4649932,0.0006075209],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2822278,0.5634772,0.02739726,0.05825205,0.002541492,0.0007316394,0.00003759079,0.0002127082,0.06512234],"genre_scores_gemma":[0.8489484,0.1259643,0.01778025,0.00338618,0.001290535,0.000513454,0.00002026465,0.00001856654,0.002078127],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003195577,"threshold_uncertainty_score":0.01690006,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W98395688","doi":"10.1176/appi.psychotherapy.2010.64.4.373","title":"Conjoint IPT for Postpartum Depression: Literature Review and Overview of a Treatment Manual","year":2010,"lang":"en","type":"review","venue":"American Journal of Psychotherapy","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre for Addiction and Mental Health; University of Toronto; University Health Network; Mount Sinai Hospital; Health Sciences Centre; Women's College Hospital; Sunnybrook Health Science Centre","funders":"","keywords":"Psychological intervention; Distress; Context (archaeology); Psychology; Interpersonal psychotherapy; Clinical psychology; Mental health; Postpartum depression; Psychotherapist; Depression (economics); Interpersonal communication; Interpersonal relationship; Psychiatry; Medicine; Pregnancy; Social psychology; Randomized controlled trial","authors":[{"name":"Wendy Carter","is_ca":true},{"name":"Sophie Grigoriadis","is_ca":true},{"name":"Paula Ravitz","is_ca":true},{"name":"Lori E. Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04705448993863744,"gpt":0.4272888074401187,"spread":0.3802343175014812,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001149267,0.0007104875,0.002098359,0.005148489,0.0004158617,0.0006429498,0.001407303,0.0007504813,0.01104867],"category_scores_gemma":[0.002338585,0.0003702085,0.001466817,0.00429029,0.0003504897,0.0008767646,0.0009540211,0.001249995,0.002075277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009204175,"about_ca_system_score_gemma":0.001866864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752855,"about_ca_topic_score_gemma":0.006760786,"domain_scores_codex":[0.9994241,0.0001443547,0.0001252933,0.00005628084,0.0002266658,0.00002324084],"domain_scores_gemma":[0.9989397,0.0007076229,0.000175005,0.00002505576,0.0001171017,0.00003556116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0000574037,0.0001514133,0.0000529312,0.03335921,0.0001021937,0.00006629538,0.00004507236,0.000111005,0.0002237721,0.000302136,0.009787371,0.9557413],"study_design_scores_gemma":[0.0005525831,0.0008151204,0.01129477,0.1595972,0.002353296,0.005731718,0.0003668523,0.0009383151,0.001064682,0.003470393,0.813674,0.0001410592],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003173918,0.9965828,0.0005924539,0.0002740018,0.0001014305,0.0002321267,0.0001207777,0.00003533864,0.001743609],"genre_scores_gemma":[0.00147848,0.9940583,0.003011869,0.0002044087,0.00008119287,0.0002967992,0.0001518192,0.000007739543,0.0007094027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01104867,"threshold_uncertainty_score":0.0369615,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W32928766","doi":"10.1176/appi.psychotherapy.2006.60.3.285","title":"A New Look at Existential Psychotherapy","year":2006,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Child Therapy and Development","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Psychotherapist; Existentialism; Psychology; Psychoanalysis; Philosophy; Epistemology","authors":[{"name":"Aaron Keshen","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01012687142207387,"gpt":0.300110985340038,"spread":0.2899841139179641,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00381804,0.0004809925,0.0007545829,0.002403518,0.004366014,0.007302858,0.00129412,0.004669387,0.00663096],"category_scores_gemma":[0.005494017,0.000256772,0.0008046427,0.001278486,0.0392694,0.01575149,0.005345005,0.01275091,0.0006972845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004997815,"about_ca_system_score_gemma":0.003696838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003307512,"about_ca_topic_score_gemma":0.005089061,"domain_scores_codex":[0.9959009,0.002861063,0.0001058284,0.0002915831,0.0005321796,0.0003084096],"domain_scores_gemma":[0.9965419,0.002317976,0.0001458668,0.0003026729,0.0003025707,0.0003889771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001192032,0.00002837399,0.0001609394,0.0001307283,0.000004243775,0.00007940648,0.005877322,0.00006626516,0.00009018018,0.9583991,0.01152314,0.02362845],"study_design_scores_gemma":[0.00001656944,0.00003992544,0.0004742984,0.0006546585,0.000006731471,0.0005562353,0.008612417,0.0002308127,0.00008347906,0.6775691,0.3117369,0.00001901499],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006873369,0.1894423,0.03025162,0.5034085,0.01034521,0.00006747311,0.00005482988,0.000127476,0.2594293],"genre_scores_gemma":[0.4362,0.1973123,0.03852194,0.2255066,0.01887223,0.0005046894,0.000127193,0.0003788423,0.08257618],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007302858,"threshold_uncertainty_score":0.03626192,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3101989999","doi":"10.1176/appi.psychotherapy.20190050","title":"Psychotherapeutic Approach for Advanced Illness: Managing Cancer and Living Meaningfully (CALM) Therapy","year":2020,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Palliative Care and End-of-Life Issues","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Distress; Meaning (existential); Intervention (counseling); Medicine; Disease; Population; Health care; Cancer; Psychotherapist; Psychology; Gerontology; Psychiatry","authors":[{"name":"Rickinder Sethi","is_ca":true},{"name":"Gary Rodin","is_ca":true},{"name":"Sarah Hales","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09681892156909473,"gpt":0.4177273233268519,"spread":0.3209084017577572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001922851,0.0002942768,0.0003382078,0.0005844415,0.001759887,0.001290513,0.0007879027,0.001424748,0.003295395],"category_scores_gemma":[0.00339064,0.0001043856,0.0003839735,0.0004600219,0.001794685,0.001382064,0.002822283,0.004676885,0.0007436154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002013007,"about_ca_system_score_gemma":0.005410668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009403649,"about_ca_topic_score_gemma":0.003341358,"domain_scores_codex":[0.9989809,0.000570369,0.0000325131,0.00005750434,0.0002724289,0.00008614808],"domain_scores_gemma":[0.9991069,0.0002632712,0.00009057495,0.00003740085,0.00007580996,0.0004259578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001399772,0.002521408,0.0031918,0.003024372,0.00006289737,0.002330774,0.03151689,0.0008598843,0.003341085,0.06283502,0.1499939,0.740182],"study_design_scores_gemma":[0.0004170883,0.001361209,0.02427329,0.007077094,0.00005792412,0.0134016,0.01935167,0.001684412,0.0009770143,0.09370022,0.837591,0.0001074871],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0883208,0.08905463,0.0711249,0.4359218,0.008589671,0.003588678,0.0001533507,0.0006702529,0.3025759],"genre_scores_gemma":[0.6248848,0.08757569,0.1193136,0.122704,0.003893665,0.004603807,0.000219894,0.00009785916,0.03670657],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.003295395,"threshold_uncertainty_score":0.01460552,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093489476","doi":"10.1176/appi.psychotherapy.20200005","title":"Group Therapy for Patients With Medical Illness","year":2020,"lang":"en","type":"review","venue":"American Journal of Psychotherapy","topic":"Family Support in Illness","field":"Social Sciences","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System","funders":"","keywords":"Alliance; Disease; Medicine; Psychotherapist; CLARITY; Breast cancer; Group psychotherapy; Medical illness; Psychiatry; Psychology; Cancer; Illness behavior; Internal medicine","authors":[{"name":"Molyn Leszcz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02576636900364345,"gpt":0.3670259584773581,"spread":0.3412595894737147,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00154294,0.0007360213,0.001087775,0.002279792,0.0009774505,0.00171514,0.000995468,0.002344851,0.004578378],"category_scores_gemma":[0.003241905,0.0001651059,0.0006651458,0.001881548,0.001643366,0.002117708,0.0025011,0.002845821,0.001426056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009641718,"about_ca_system_score_gemma":0.001882984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001170207,"about_ca_topic_score_gemma":0.002620502,"domain_scores_codex":[0.9989814,0.0005312818,0.00008595018,0.00007509689,0.0002757042,0.00005048974],"domain_scores_gemma":[0.9988806,0.0008617837,0.0001164865,0.00003760419,0.00005567427,0.0000478176],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002999337,0.000107896,0.0002141201,0.02349098,0.0001016216,0.0002131109,0.001751957,0.0001159588,0.0002198055,0.02087491,0.02985538,0.9230243],"study_design_scores_gemma":[0.00003699323,0.0001062596,0.001744565,0.03505743,0.0001148056,0.003367105,0.001452388,0.00006640385,0.0001080005,0.01223652,0.9456866,0.00002287963],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001952501,0.99439,0.0002437732,0.001080514,0.0003567515,0.00002260169,0.000005567771,0.000006984915,0.003698558],"genre_scores_gemma":[0.002795718,0.993857,0.0007304904,0.001181822,0.000511467,0.00006279795,0.00001603719,0.000004573668,0.0008401293],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004578378,"threshold_uncertainty_score":0.01531619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W128874147","doi":"10.1176/appi.psychotherapy.2014.68.4.463","title":"Psychotherapy Knowledge Translation and Interpersonal Psychotherapy: Using Best-Education Practices to Transform Mental Health Care in Canada and Ethiopia","year":2014,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Sinai Hospital; University of Toronto","funders":"Addis Ababa University; Grand Challenges Canada; University of Toronto","keywords":"Mental health; Interpersonal psychotherapy; Psychological intervention; Psychology; Interpersonal communication; Best practice; Psychotherapist; Nursing; Medical education; Medicine; Psychiatry; Randomized controlled trial; Social psychology; Political science","authors":[{"name":"Paula Ravitz","is_ca":true},{"name":"Dawit Wondimagegn","is_ca":false},{"name":"Clare Pain","is_ca":true},{"name":"Mesfin Araya","is_ca":false},{"name":"Atalay Alem","is_ca":false},{"name":"Yonas Baheretibeb","is_ca":false},{"name":"Charlotte Hanlon","is_ca":false},{"name":"Abebaw Fekadu","is_ca":false},{"name":"Jamie Park","is_ca":true},{"name":"Mark Fefergrad","is_ca":true},{"name":"Molyn Leszcz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04515960235971345,"gpt":0.4316604453233235,"spread":0.3865008429636101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00784133,0.0003298828,0.0002539861,0.001332618,0.01144564,0.004195433,0.002168398,0.00101139,0.002183394],"category_scores_gemma":[0.008933689,0.0003255025,0.0002247626,0.001401678,0.003022412,0.001357578,0.003527551,0.00190651,0.0001022571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05020452,"about_ca_system_score_gemma":0.1894553,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.780808,"about_ca_topic_score_gemma":0.9085681,"domain_scores_codex":[0.9960906,0.0018922,0.0001254461,0.0002129206,0.0005615949,0.001117308],"domain_scores_gemma":[0.9940817,0.001604107,0.0003590071,0.0002615601,0.001143714,0.002550071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003539197,0.002149419,0.06722143,0.002481042,0.00006947322,0.005794769,0.2549677,0.001346788,0.005473912,0.0209656,0.01495857,0.6242174],"study_design_scores_gemma":[0.0003113168,0.0005638018,0.1555677,0.004803461,0.0001378665,0.001867423,0.6081737,0.002184728,0.007210513,0.005215351,0.2137059,0.0002582829],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8888342,0.005766246,0.003463344,0.05525087,0.0003085847,0.001032059,0.0001562233,0.00006324284,0.04512533],"genre_scores_gemma":[0.9764488,0.00342461,0.01150074,0.003147476,0.00001761741,0.0002025243,0.00005774209,0.00002111831,0.005179375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.219192,"threshold_uncertainty_score":0.4409657,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1736689608","doi":"10.1176/appi.psychotherapy.2013.67.3.293","title":"Containing Psychotic Patients with Fragile Boundaries: A Single–Session Group Case Study","year":2013,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Université de Montréal; Jewish General Hospital","funders":"","keywords":"Mentalization; Id, ego and super-ego; Group psychotherapy; Psychology; Object relations theory; Psychotherapist; Self; Schizophrenia (object-oriented programming); Psychosis; Social psychology; Psychiatry; Psychoanalytic theory","authors":[{"name":"Anaïs Lavarenne","is_ca":true},{"name":"Emily Segal","is_ca":true},{"name":"Maxine Sigman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01771521665750858,"gpt":0.2719987518788417,"spread":0.2542835352213331,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009310012,0.0006041353,0.0007403988,0.0007187403,0.008605965,0.001586206,0.00101103,0.002953943,0.003047034],"category_scores_gemma":[0.003321271,0.0005041088,0.000768099,0.0008986947,0.002304707,0.001028633,0.002719789,0.002672876,0.0005113873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001786147,"about_ca_system_score_gemma":0.001373708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003122998,"about_ca_topic_score_gemma":0.006295812,"domain_scores_codex":[0.9986374,0.0005945455,0.00006130813,0.0001319786,0.0001684936,0.0004062805],"domain_scores_gemma":[0.998732,0.0003667659,0.0002498079,0.0001084167,0.00005268687,0.0004902284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001598569,0.007696527,0.05874149,0.0007337548,0.0002038972,0.5355631,0.3093188,0.002416505,0.008070103,0.01194974,0.0053478,0.05835976],"study_design_scores_gemma":[0.0006593647,0.007002705,0.03479043,0.0004493917,0.0001813201,0.7476454,0.1724299,0.00348125,0.003339007,0.006126512,0.0236544,0.000240385],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931831,0.0002041645,0.001081667,0.0007508891,0.0000492752,0.0002390798,0.00002907107,0.00002095301,0.004441729],"genre_scores_gemma":[0.9960971,0.0002554886,0.001571753,0.0002394922,0.00005580243,0.0001722825,0.00002814351,0.000009776596,0.001570167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008605965,"threshold_uncertainty_score":0.01295942,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W335251007","doi":"10.1176/appi.psychotherapy.2002.56.3.347","title":"Relationships Among Affect, Work, and Outcome in Group Therapy for Patients with Complicated Grief","year":2002,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Grief, Bereavement, and Mental Health","field":"Psychology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta; University of British Columbia","funders":"","keywords":"Affect (linguistics); Outcome (game theory); Psychology; Grief; Clinical psychology; Complicated grief; Psychotherapist","authors":[{"name":"William E. Piper","is_ca":true},{"name":"John S. Ogrodniczuk","is_ca":true},{"name":"Anthony S. Joyce","is_ca":true},{"name":"Mary McCallum","is_ca":true},{"name":"John S. Rosie","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05505384269654081,"gpt":0.338569904190495,"spread":0.2835160614939543,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001671173,0.0003228222,0.0004779341,0.000750727,0.001188783,0.0006958211,0.0002084824,0.0004263212,0.0012705],"category_scores_gemma":[0.01302739,0.0001127339,0.0003620027,0.0004701833,0.0006507784,0.0004427533,0.001252916,0.0009756906,0.0002571621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005567677,"about_ca_system_score_gemma":0.0003509878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005454604,"about_ca_topic_score_gemma":0.00116113,"domain_scores_codex":[0.9986826,0.0007307798,0.00008239243,0.00005195603,0.0002412974,0.0002110472],"domain_scores_gemma":[0.9942662,0.001443262,0.002070974,0.00021927,0.0002780919,0.001722228],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003193113,0.003593737,0.9048491,0.00007691116,0.0002570355,0.0006755276,0.003406802,0.0009308116,0.0009990619,0.0002913343,0.0005363891,0.08119015],"study_design_scores_gemma":[0.0002132443,0.005063553,0.9882928,0.00004282906,0.0001028835,0.0009399152,0.002180578,0.0009563759,0.0004275676,0.001108952,0.0006330908,0.00003830866],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989595,0.000138653,0.0001190086,0.0001249098,0.00000981972,0.00001146217,0.00001298431,0.000003729868,0.0006199046],"genre_scores_gemma":[0.9997105,0.0000533798,0.00008403228,0.00001904379,0.00001020895,0.00001309353,0.00002146821,9.601557e-7,0.00008722622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001671173,"threshold_uncertainty_score":0.008838177,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3093670180","doi":"10.1176/appi.psychotherapy.20190048","title":"Psychotherapeutic Considerations for Patients With Terminal Illness","year":2020,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Patient Dignity and Privacy","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre","funders":"","keywords":"Dignity; Psychotherapist; Context (archaeology); Quality of life (healthcare); Psychological intervention; Psychology; Meaning (existential); Population; Medicine; Nursing; Psychiatry","authors":[{"name":"Maia S. Kredentser","is_ca":true},{"name":"Harvey Max Chochinov","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04053855805598518,"gpt":0.3231454749031468,"spread":0.2826069168471617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003183945,0.0002316296,0.0004006842,0.0003165564,0.002648733,0.001547689,0.0006170104,0.00308946,0.004342893],"category_scores_gemma":[0.01567567,0.0001430874,0.0004476921,0.0002817065,0.001633816,0.002358377,0.002224978,0.004386208,0.0005581224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007584264,"about_ca_system_score_gemma":0.003169073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004479598,"about_ca_topic_score_gemma":0.002021914,"domain_scores_codex":[0.9979914,0.001414792,0.0001507122,0.00005471984,0.0002754857,0.0001127306],"domain_scores_gemma":[0.9955854,0.002952521,0.0004190557,0.0001093432,0.0002811828,0.0006524729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002061792,0.0004044183,0.01345402,0.003367552,0.0001032641,0.02136604,0.04371437,0.0009291563,0.00165081,0.04584676,0.1998213,0.6691362],"study_design_scores_gemma":[0.0002258154,0.0009124058,0.01765546,0.008634145,0.00009854989,0.06224026,0.05618097,0.0005864131,0.0006477694,0.123053,0.7296628,0.0001024932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.03932014,0.09610589,0.004965878,0.7964125,0.004738392,0.0002135192,0.00005670252,0.00008213923,0.0581048],"genre_scores_gemma":[0.5824963,0.1766753,0.02831712,0.1877723,0.01172456,0.0006997441,0.0001144947,0.0000470395,0.01215304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004342893,"threshold_uncertainty_score":0.01683849,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W185373853","doi":"10.1176/appi.psychotherapy.2001.55.4.491","title":"Is Couple Therapy Indicated for Borderline Personality Disorder?","year":2001,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Borderline personality disorder; Psychotherapist; Psychology; Hierarchy; Personality; Dissociative identity disorder; Personality disorders; Identity (music); Clinical psychology; Social psychology","authors":[{"name":"Paul S. Links","is_ca":true},{"name":"Michelle Stockwell","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03285232327547554,"gpt":0.3700474306606714,"spread":0.3371951073851959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00147516,0.0001618992,0.0005266156,0.0006765969,0.000978792,0.0004762314,0.0003207102,0.002570331,0.005347764],"category_scores_gemma":[0.00839227,0.0001285713,0.0004043209,0.0005549539,0.0009095104,0.001123889,0.0004285498,0.001008505,0.0007682742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003428282,"about_ca_system_score_gemma":0.0007563972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005501835,"about_ca_topic_score_gemma":0.001680917,"domain_scores_codex":[0.9992195,0.0003876881,0.0001085447,0.00005990192,0.000128746,0.00009561535],"domain_scores_gemma":[0.9977347,0.00102141,0.0005833223,0.0001255118,0.0001578956,0.0003771438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005932364,0.0006211064,0.2118264,0.002489648,0.0001768481,0.02365848,0.00315155,0.0009867223,0.00868647,0.01170753,0.04216003,0.6886029],"study_design_scores_gemma":[0.001381011,0.006840601,0.4789019,0.007742174,0.0005299951,0.2131898,0.01837799,0.005622628,0.01157583,0.03474832,0.2206423,0.0004474948],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6329085,0.09840786,0.01633157,0.1590689,0.009938396,0.0003104325,0.0007594593,0.0005262798,0.08174869],"genre_scores_gemma":[0.9749018,0.01184047,0.004706166,0.005231772,0.00148541,0.0001310487,0.0001533311,0.00002032031,0.00152968],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005347764,"threshold_uncertainty_score":0.01789004,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2406724792","doi":"10.1176/appi.psychotherapy.2008.62.4.395","title":"Teaching the Art of Empathic Interviewing to Third–Year Medical Students using a Fairy Tale—“The Prince Who Turned into a Rooster”","year":2008,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Empathy and Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Columbia College","funders":"","keywords":"Empathy; Medical education; Graduate medical education; Accreditation; Interview; Psychology; Medical ethics; Medical school; Humanism; Compassion; Medicine; Social psychology; Law; Political science; Psychiatry","authors":[{"name":"Nancy Joachim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02778875755771266,"gpt":0.3871763346614947,"spread":0.3593875771037821,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005146772,0.0007490377,0.0003544306,0.0008632285,0.004207381,0.003443283,0.001423724,0.002088975,0.004827586],"category_scores_gemma":[0.01394703,0.000267375,0.0006424592,0.000366458,0.01215833,0.004120175,0.006042467,0.00576824,0.001719384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001207801,"about_ca_system_score_gemma":0.001679964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000566997,"about_ca_topic_score_gemma":0.002172838,"domain_scores_codex":[0.9960776,0.00294896,0.00007661614,0.0002117008,0.000442267,0.0002428057],"domain_scores_gemma":[0.9917532,0.006174609,0.0004303146,0.0006401587,0.0002754951,0.0007261771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002184112,0.0006854479,0.002527671,0.0008230201,0.00006230628,0.002380685,0.4405858,0.0006717845,0.01227684,0.129481,0.1232582,0.2870289],"study_design_scores_gemma":[0.0001017616,0.0006297036,0.003713776,0.0009074428,0.00003780128,0.009745343,0.1626932,0.002066927,0.007766102,0.06220191,0.7499961,0.000139952],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1855265,0.01064918,0.3218398,0.1176196,0.01556894,0.001221822,0.0001732013,0.002259768,0.3451411],"genre_scores_gemma":[0.767258,0.006357358,0.1295047,0.02399648,0.002830624,0.001029663,0.00008442195,0.0003529763,0.06858574],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.005146772,"threshold_uncertainty_score":0.02721906,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W915212068","doi":"10.1176/appi.psychotherapy.2015.69.1.1","title":"An Empirical Investigation of Defense Interpretation Depth, Defensive Functioning, and Alliance Strength in Psychodynamic Psychotherapy","year":2015,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Alliance; Psychology; Interpretation (philosophy); Psychotherapist; Context (archaeology); Psychodynamic psychotherapy; Psychodynamics; Social psychology; Clinical psychology","authors":[{"name":"Jonathan Petraglia","is_ca":true},{"name":"Maneet Bhatia","is_ca":true},{"name":"Yves de Roten","is_ca":false},{"name":"Jean‐Nicolas Despland","is_ca":false},{"name":"Martin Drapeau","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03162723073337956,"gpt":0.3820303710737503,"spread":0.3504031403403707,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003483722,0.0002698329,0.0006165724,0.001592038,0.001037249,0.001155402,0.000393993,0.0005181881,0.00144531],"category_scores_gemma":[0.02712735,0.0003697403,0.0002903213,0.001485959,0.001886721,0.00120019,0.002152547,0.001024183,0.0001069817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006413767,"about_ca_system_score_gemma":0.0008130656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000496328,"about_ca_topic_score_gemma":0.001027616,"domain_scores_codex":[0.9966137,0.001769637,0.0002845976,0.0002132284,0.0008423868,0.0002765814],"domain_scores_gemma":[0.9832545,0.009740148,0.004636877,0.0005277144,0.000680279,0.001160533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002888256,0.0006172487,0.9320353,0.0001941113,0.0002138102,0.0004307427,0.03381529,0.000200191,0.002429256,0.0007628023,0.0001122224,0.02890013],"study_design_scores_gemma":[0.00003169949,0.0005041301,0.9816456,0.00006785782,0.00005063989,0.001804654,0.01391807,0.0003364925,0.0003329499,0.0006696159,0.0006222363,0.00001608209],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991552,0.0002653959,0.0001708022,0.00006114962,0.000002268425,0.000009312672,0.000007509479,8.204391e-7,0.0003275872],"genre_scores_gemma":[0.9995572,0.0001894291,0.000162981,0.00001514402,0.000004274016,0.00001409834,0.00001151156,7.196085e-7,0.00004466477],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003483722,"threshold_uncertainty_score":0.01842391,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4406934733","doi":"10.1176/appi.psychotherapy.20240024","title":"Intensive Short-Term Dynamic Psychotherapy for Complex, Chronic, and Treatment-Resistant Conditions","year":2025,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Mental Health Research Topics","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Term (time); Psychotherapist; Psychology","authors":[{"name":"Allan Abbass","is_ca":true},{"name":"Joel M. Town","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05491603750376754,"gpt":0.4738228228902517,"spread":0.4189067853864842,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003957161,0.0001157055,0.0002890809,0.0003720699,0.0002929555,0.0001837592,0.0002578594,0.0002275446,0.001922399],"category_scores_gemma":[0.0009978618,0.0000370989,0.0002218875,0.0002711494,0.0001497016,0.0001965316,0.0004434331,0.0004798941,0.0001335442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001976336,"about_ca_system_score_gemma":0.0003783996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005008841,"about_ca_topic_score_gemma":0.001616601,"domain_scores_codex":[0.9998323,0.00008247251,0.0000147573,0.00001241332,0.00003982538,0.00001826785],"domain_scores_gemma":[0.9996755,0.0001819212,0.00006037418,0.00001462367,0.00001163407,0.00005591036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008521201,0.001896503,0.002890565,0.001560193,0.0001326011,0.0001587696,0.0003070635,0.000310315,0.002589139,0.0007843386,0.002098826,0.9864196],"study_design_scores_gemma":[0.0103451,0.07030704,0.6664274,0.01135762,0.001757157,0.0179341,0.0030838,0.007902118,0.01089057,0.01192231,0.1879235,0.0001492941],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7298291,0.2180306,0.01293411,0.002155391,0.0003439102,0.001233554,0.0001580442,0.0001826353,0.03513261],"genre_scores_gemma":[0.9159871,0.06895087,0.01051552,0.001018175,0.0004174447,0.0005774989,0.0001927641,0.00001144696,0.002329194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001922399,"threshold_uncertainty_score":0.006431043,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081050908","doi":"10.1176/appi.psychotherapy.20200003","title":"Preliminary Findings for Group Transdiagnostic Behavior Therapy for Affective Disorders Among Youths","year":2020,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Anxiety; Clinical psychology; Psychology; Depression (economics); Cognitive behavioral therapy; Cognition; Group psychotherapy; Psychiatry","authors":[{"name":"Daniel F. Grös","is_ca":true},{"name":"Colleen Merrifield","is_ca":true},{"name":"Jennifer Hewitt","is_ca":true},{"name":"Ashleigh Elcock","is_ca":true},{"name":"Karen Rowa","is_ca":true},{"name":"Randi E. McCabe","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0210558917706497,"gpt":0.3274274244573677,"spread":0.306371532686718,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004198265,0.0002090299,0.000253989,0.0003338378,0.0007495165,0.0004933105,0.0004164093,0.0003349169,0.005112745],"category_scores_gemma":[0.008234229,0.0001487023,0.0003775361,0.0004345303,0.0005473301,0.000363675,0.00064611,0.0008012971,0.0002718408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001268811,"about_ca_system_score_gemma":0.00342418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02772787,"about_ca_topic_score_gemma":0.04406068,"domain_scores_codex":[0.9986452,0.0006540723,0.00008320439,0.0000784179,0.0003658309,0.0001732683],"domain_scores_gemma":[0.9934861,0.003222872,0.0007247017,0.0003280691,0.001378297,0.0008599827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007189837,0.01014593,0.6044468,0.002711877,0.0002549317,0.0006979087,0.02152708,0.0004172745,0.009433269,0.001004305,0.003027689,0.3391432],"study_design_scores_gemma":[0.0004750214,0.005327262,0.9844645,0.00024645,0.0001723054,0.0002874439,0.004800486,0.0003170068,0.001058466,0.0001770483,0.002664864,0.000009210211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932521,0.0004923833,0.000380764,0.000497146,0.00002645232,0.0005994422,0.0001196052,0.00001752767,0.004614595],"genre_scores_gemma":[0.9969469,0.0003818827,0.001440376,0.0001629825,0.00001161994,0.0003849362,0.0001229103,0.000005336767,0.0005429998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02772787,"threshold_uncertainty_score":0.05513299,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804157722","doi":"10.1176/appi.psychotherapy.20180003","title":"The Rational Unconscious: Implications for Mental Illness and Psychotherapy","year":2018,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Institute for Theoretical Astrophysics","funders":"","keywords":"Unconscious mind; Psychotherapist; Psychological intervention; Psychology; Mental illness; Mental health; Psychiatry; Psychoanalysis","authors":[{"name":"Brad Bowins","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02345120579508999,"gpt":0.3324856159264333,"spread":0.3090344101313433,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005113569,0.0003740033,0.0005422367,0.001390827,0.0032324,0.0065374,0.001148473,0.003823279,0.006316651],"category_scores_gemma":[0.009883149,0.0002015715,0.0003945642,0.001168859,0.0361232,0.008885,0.004228695,0.004877998,0.0004224604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004875351,"about_ca_system_score_gemma":0.007336497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004817672,"about_ca_topic_score_gemma":0.006173654,"domain_scores_codex":[0.9976925,0.001553286,0.00006874435,0.0001331563,0.0002928362,0.0002596105],"domain_scores_gemma":[0.9951847,0.003144622,0.0003560838,0.0002119615,0.0003404964,0.0007621188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008817252,0.0001223859,0.002692156,0.00025539,0.00001903799,0.001115149,0.02461176,0.0004098054,0.0001840341,0.8939397,0.01044501,0.06611744],"study_design_scores_gemma":[0.00002551511,0.00003041278,0.002244187,0.000438011,0.000007747723,0.0009435252,0.01907743,0.0003356283,0.00007284136,0.9523437,0.02445146,0.0000295475],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.05889937,0.1298334,0.01437075,0.6345294,0.002378604,0.0001160518,0.0001211099,0.00009009779,0.1596612],"genre_scores_gemma":[0.9222869,0.04773296,0.006298847,0.01694851,0.00132989,0.0001349301,0.00004747738,0.00002781843,0.005192581],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0065374,"threshold_uncertainty_score":0.03537327,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392872697","doi":"10.1176/appi.psychotherapy.20230004","title":"Psychotherapies at a Glance: Consensus Guideline–Recommended Psychotherapies for Adults With Psychiatric Disorders","year":2024,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Schizophrenia research and treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Psychotherapist; Psychology; Psychoeducation; Motivational interviewing; Evidence-based practice; Psychosocial; Dialectical behavior therapy; Interpersonal psychotherapy; Interpersonal communication; Psychiatry; Randomized controlled trial; Psychological intervention; Borderline personality disorder; Medicine; Alternative medicine","authors":[{"name":"Paula Ravitz","is_ca":false},{"name":"Luis E. Flores","is_ca":false},{"name":"Danielle M. Novick","is_ca":false},{"name":"Priya Watson","is_ca":false},{"name":"Holly A. Swartz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00974235524709588,"gpt":0.3279781854369232,"spread":0.3182358301898273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01498082,0.001796398,0.003172087,0.005893096,0.0016739,0.002377161,0.005416296,0.008015693,0.006841053],"category_scores_gemma":[0.04317145,0.001021217,0.006290221,0.004122529,0.001047566,0.002348104,0.002555333,0.007138435,0.005978295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004717321,"about_ca_system_score_gemma":0.01731374,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01596246,"about_ca_topic_score_gemma":0.03490554,"domain_scores_codex":[0.9791366,0.009559382,0.006098902,0.0006028578,0.003976927,0.0006252954],"domain_scores_gemma":[0.9731219,0.0090545,0.00449567,0.0006917944,0.01157883,0.001057217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002909979,0.0003915856,0.0006015002,0.03698102,0.000610943,0.0003637478,0.000532896,0.0009743039,0.0006035473,0.004096906,0.5637665,0.3907861],"study_design_scores_gemma":[0.00200629,0.0002931095,0.006197852,0.1880816,0.001736357,0.001303596,0.0005570329,0.00142093,0.0007434266,0.01133603,0.7861263,0.0001975288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00602422,0.4340545,0.05583898,0.3071831,0.02942191,0.03952974,0.01360372,0.002410777,0.1119331],"genre_scores_gemma":[0.03539125,0.3280478,0.4138042,0.1126452,0.00542154,0.04362941,0.02417559,0.0005489878,0.036336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01596246,"threshold_uncertainty_score":0.07922709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399504632","doi":"10.1176/appi.psychotherapy.20230041","title":"Good-Enough Therapy: A Review of the Empirical Basis of Good Psychiatric Management","year":2024,"lang":"en","type":"review","venue":"American Journal of Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Windsor","funders":"","keywords":"Psychology; Borderline personality disorder; Narrative; Psychotherapist; Narrative review; Empirical research; Personality; Clinical psychology; Psychiatry; Social psychology; Epistemology","authors":[{"name":"Uëli Kramer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08743644671951238,"gpt":0.4341492795256019,"spread":0.3467128328060896,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004043161,0.0009831712,0.003223675,0.004092257,0.0005994744,0.002250627,0.001467545,0.001862451,0.002714134],"category_scores_gemma":[0.0121861,0.0006033754,0.001000926,0.004386568,0.001611562,0.002364007,0.001375206,0.00237756,0.0005374577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193898,"about_ca_system_score_gemma":0.004138525,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002752962,"about_ca_topic_score_gemma":0.004813924,"domain_scores_codex":[0.998134,0.0005769639,0.0005643785,0.0002105915,0.0004593807,0.00005469828],"domain_scores_gemma":[0.9904608,0.008178071,0.000665577,0.0001227063,0.0004668151,0.0001060162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001098451,0.00005840588,0.000245683,0.1993841,0.0004149989,0.00009784746,0.0002985699,0.0002212701,0.0001654438,0.005866947,0.01092789,0.782209],"study_design_scores_gemma":[0.0001003931,0.0002955277,0.004783085,0.4761845,0.001884921,0.001612684,0.001124994,0.0002292443,0.0002680251,0.007524462,0.5059081,0.00008419438],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003750925,0.9995632,0.00002991548,0.000168158,0.0000570804,0.000004048021,0.000005088224,0.00000114608,0.000133907],"genre_scores_gemma":[0.0007159967,0.9988816,0.000136589,0.0001726781,0.00005191056,0.000009914574,0.000008341316,8.231892e-7,0.00002210955],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004092257,"threshold_uncertainty_score":0.02138251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2525415729","doi":"10.1176/appi.psychotherapy.2016.70.3.277","title":"The Cardiac Rhythm of the Unconscious in a Case of Panic Disorder","year":2016,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Heart Rate Variability and Autonomic Control","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Montfort Hospital","funders":"","keywords":"Unconscious mind; Panic disorder; Panic; Rhythm; Psychology; Psychoanalysis; Medicine; Psychiatry; Internal medicine; Anxiety","authors":[{"name":"Gilles Fleury","is_ca":true},{"name":"Benjamin Fortin-Langelier","is_ca":true},{"name":"Imen Ben-Cheikh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005528678788658833,"gpt":0.2701288449488538,"spread":0.264600166160195,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001862446,0.0004190213,0.0003308648,0.00137377,0.001122889,0.0004266774,0.0004641582,0.001913236,0.0008825555],"category_scores_gemma":[0.001707439,0.0003245714,0.0002833607,0.0004429086,0.0009439524,0.0006343437,0.0006003833,0.001585385,0.0001441026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006985512,"about_ca_system_score_gemma":0.0004079148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791031,"about_ca_topic_score_gemma":0.002547223,"domain_scores_codex":[0.9997557,0.00003351253,0.00002121052,0.00006311599,0.00004781934,0.00007871785],"domain_scores_gemma":[0.9996279,0.0001002758,0.00007737079,0.00002086365,0.00001240159,0.0001611418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00009348008,0.00007671838,0.03738951,0.00002345348,0.00001150569,0.9537066,0.001550756,0.0001332019,0.00321765,0.0005264594,0.0002905791,0.002980101],"study_design_scores_gemma":[0.00002579178,0.00032961,0.09996928,0.00002058378,0.00001970117,0.8958103,0.001109357,0.000740934,0.0005243429,0.0005596057,0.0008606603,0.00002976391],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941654,0.0005456868,0.0005788805,0.001222821,0.00007695959,0.000041233,0.0000332848,0.00002524266,0.00331064],"genre_scores_gemma":[0.9989049,0.0001974221,0.0002574358,0.0002476022,0.000091073,0.00000622501,0.00001428117,0.000003130454,0.0002777587],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001913236,"threshold_uncertainty_score":0.005068362,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W23637639","doi":"10.1176/appi.psychotherapy.2000.54.2.243","title":"Conflict in Group Therapy of Chronic Schizophrenics","year":2000,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"Ministry of Education, India; Ministry of Earth Sciences","keywords":"Psychology; Aggression; Anger; Countertransference; Coping (psychology); Feeling; Psychotherapist; Affect (linguistics); Clinical psychology; Social psychology","authors":[{"name":"Sheila Hassan","is_ca":true},{"name":"Caroline Cinq-Mars","is_ca":false},{"name":"Maxine Sigman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01829654679337382,"gpt":0.3449511024110335,"spread":0.3266545556176597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009521496,0.0004845141,0.0004002876,0.0004391521,0.002695065,0.001057797,0.000554277,0.0009235743,0.00310487],"category_scores_gemma":[0.003255334,0.0001616961,0.0002787896,0.0003371577,0.001300691,0.0006394763,0.002591064,0.00165971,0.0004282936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008203561,"about_ca_system_score_gemma":0.0008697328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005763612,"about_ca_topic_score_gemma":0.001114067,"domain_scores_codex":[0.9988631,0.0007891749,0.00003255574,0.00005968864,0.00008458101,0.0001709731],"domain_scores_gemma":[0.9990628,0.0002768262,0.0001381316,0.00005125914,0.00002355836,0.0004473587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005138514,0.01143423,0.01958369,0.002070996,0.000181838,0.01077401,0.1963822,0.00312461,0.01261973,0.03332032,0.03084549,0.6745244],"study_design_scores_gemma":[0.01433494,0.03406279,0.1054055,0.002452418,0.0003959097,0.0367856,0.1937585,0.01291067,0.00724382,0.1003076,0.4920866,0.0002555514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596537,0.004046564,0.005792134,0.004230517,0.0006744145,0.0003671028,0.00003019356,0.00009462687,0.02511076],"genre_scores_gemma":[0.9902083,0.001341298,0.003523244,0.000606081,0.0001771961,0.0004404046,0.00003765872,0.00001479395,0.003651077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00310487,"threshold_uncertainty_score":0.01038682,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400257678","doi":"10.1176/appi.psychotherapy.20230044","title":"Good Psychiatric Management of Borderline Personality Disorder: Foundations and Future Challenges","year":2024,"lang":"en","type":"review","venue":"American Journal of Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Western University","funders":"","keywords":"Borderline personality disorder; Psychology; Psychiatry; Personality; Psychotherapist; Psychoanalysis","authors":[{"name":"Paul S. Links","is_ca":true},{"name":"James Ross","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0359928025511883,"gpt":0.3940075543881414,"spread":0.3580147518369531,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004158789,0.0006376159,0.00195623,0.00206151,0.0005311812,0.001849045,0.001242562,0.002039642,0.001452794],"category_scores_gemma":[0.005322553,0.0003460063,0.0009325938,0.002296125,0.001386922,0.002739684,0.001104709,0.00420073,0.0004933035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001914599,"about_ca_system_score_gemma":0.005384649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004099768,"about_ca_topic_score_gemma":0.007457872,"domain_scores_codex":[0.9987677,0.0005061361,0.0002187119,0.00009507983,0.0003455148,0.00006683013],"domain_scores_gemma":[0.9956524,0.002842128,0.0004652737,0.000102764,0.0007687944,0.0001687834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004537381,0.00005515984,0.0002409954,0.0260435,0.0001045105,0.0001182154,0.0001953076,0.0001971552,0.0001656097,0.006712059,0.01998146,0.9461406],"study_design_scores_gemma":[0.00008066151,0.0002495089,0.005541519,0.1039061,0.0004625182,0.00295847,0.001067591,0.0003979396,0.0001917316,0.01352692,0.8715354,0.00008155653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003962547,0.9984586,0.00003609007,0.001129057,0.0001173641,0.000002173038,0.000002066677,0.000001956571,0.0002131394],"genre_scores_gemma":[0.000681713,0.9984205,0.0001877756,0.0004375472,0.0001917145,0.000006720208,0.000005659808,9.345245e-7,0.0000675203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004158789,"threshold_uncertainty_score":0.02199405,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W335635667","doi":"10.1176/appi.psychotherapy.2006.60.4.375","title":"Making Sense of Client Data: Clinical Experience and Confirmationism Revisited","year":2006,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Clinical Reasoning and Diagnostic Skills","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Multivariate analysis of variance; Psychology; Think aloud protocol; Affect (linguistics); Situational ethics; Praxis; Social psychology; Variance (accounting); Clinical psychology; Applied psychology; Computer science","authors":[{"name":"Ingrid E. Sladeczek","is_ca":true},{"name":"Frank Dumont","is_ca":false},{"name":"Chantal A. Martel","is_ca":false},{"name":"Anastasia Karagiannakis","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08571847659953946,"gpt":0.4657084268453734,"spread":0.379989950245834,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03279805,0.0003390559,0.0004649974,0.001466326,0.002338084,0.006976862,0.001513435,0.001460681,0.001667716],"category_scores_gemma":[0.2267242,0.0007667522,0.0003672171,0.0007867598,0.008456827,0.005837907,0.006015892,0.003462227,0.0001560932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00204559,"about_ca_system_score_gemma":0.002722799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115969,"about_ca_topic_score_gemma":0.003466764,"domain_scores_codex":[0.9449559,0.04165312,0.001913443,0.001695357,0.008056276,0.001725859],"domain_scores_gemma":[0.7446506,0.2181066,0.01561185,0.009054336,0.009265072,0.003311543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0003948727,0.0002144772,0.1023827,0.000296556,0.0001035838,0.002022663,0.8041001,0.0002887379,0.00470036,0.003785384,0.000733117,0.08097735],"study_design_scores_gemma":[0.00007532725,0.0008329776,0.1468528,0.0006637939,0.0001516796,0.01341026,0.8002961,0.003200236,0.00751726,0.01410543,0.01259833,0.0002957728],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895334,0.0004853645,0.003413935,0.001938547,0.00002479074,0.00002271951,0.00000923749,0.00002772673,0.00454439],"genre_scores_gemma":[0.9987673,0.000129246,0.0007641884,0.0001229712,0.00001229165,0.000008925946,0.000004656067,0.00001008964,0.0001804851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03279805,"threshold_uncertainty_score":0.1734548,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W226602744","doi":"10.1176/appi.psychotherapy.2007.61.4.351","title":"Mental Activity and Referential Activity of Beginning Therapists: A Construct Validity Study of the Countertransference Rating System (CRS)","year":2007,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Countertransference; Psychology; Construct (python library); Dimension (graph theory); Association (psychology); Intervention (counseling); Construct validity; Clinical psychology; Psychotherapist; Developmental psychology; Psychometrics; Psychiatry; Mathematics; Computer science","authors":[{"name":"Jean Dubé","is_ca":true},{"name":"Lina Normandin","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03270965893249788,"gpt":0.3621386863612756,"spread":0.3294290274287777,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01088286,0.0002737885,0.0003300467,0.001640712,0.0003865925,0.001045774,0.0004743094,0.0003812732,0.0006736571],"category_scores_gemma":[0.07763161,0.000229328,0.0005438249,0.0006672264,0.001412299,0.001027199,0.001492503,0.0008751562,0.0001632859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005458578,"about_ca_system_score_gemma":0.0006581728,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009671076,"about_ca_topic_score_gemma":0.001103739,"domain_scores_codex":[0.9914412,0.004693462,0.0008911837,0.0005689736,0.002177743,0.0002274783],"domain_scores_gemma":[0.9318726,0.04232023,0.01137771,0.005052967,0.008352163,0.001024309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000216062,0.0001647586,0.9511204,0.0000861798,0.0001674411,0.00004763538,0.005427194,0.0003801935,0.002268846,0.0006464484,0.0001432865,0.03933159],"study_design_scores_gemma":[0.00004287805,0.0008752784,0.9834768,0.00008067169,0.00005158618,0.0004996596,0.00426027,0.006483433,0.002027365,0.0008041054,0.001355937,0.00004199934],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949372,0.00009529595,0.003373282,0.00004579777,0.00001427458,0.00008141188,0.00003148151,0.00001530052,0.001405962],"genre_scores_gemma":[0.9971419,0.00003758907,0.002534116,0.00001755021,0.000007205732,0.00007579765,0.00007480763,0.000007882726,0.0001030055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01088286,"threshold_uncertainty_score":0.05755472,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W13424792","doi":"10.1176/appi.psychotherapy.1957.11.2.277","title":"Modular Power System: Enabling Scalable Missions for the 1W to 1kW Range","year":2013,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Advanced Battery Technologies Research","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Modular design; Avionics; Scalability; Computer science; Software deployment; Interface (matter); Ranging; Spacecraft; Embedded system; Backplane; Electric power system; Engineering; Power (physics); Systems engineering; Aerospace engineering; Electrical engineering; Telecommunications; Operating system","authors":[{"name":"Bryan Johnston-Lemke","is_ca":false},{"name":"Nathan Orr","is_ca":false},{"name":"Grant Bonin","is_ca":false},{"name":"Robert Zee","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01377746561133852,"gpt":0.2884787189196303,"spread":0.2747012533082918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000222846,0.0005118542,0.0001880594,0.0004458493,0.0002661651,0.0006238885,0.0005793776,0.000240933,0.008639595],"category_scores_gemma":[0.0003966158,0.0001893713,0.0001766996,0.0003692903,0.0002631668,0.001277167,0.001014816,0.0004794814,0.002462892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004621126,"about_ca_system_score_gemma":0.0003971629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002063268,"about_ca_topic_score_gemma":0.003587777,"domain_scores_codex":[0.9998179,0.00002016764,0.00000559447,0.00003004366,0.00008643405,0.00003992349],"domain_scores_gemma":[0.9998868,0.00001396241,0.00001300941,0.00002451865,0.00003587292,0.00002591675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004795635,0.0001152247,0.005149158,0.0008000893,0.00007151127,0.0007805132,0.001014858,0.02623498,0.2710298,0.03047515,0.05131856,0.6125306],"study_design_scores_gemma":[0.0002278727,0.001284528,0.02100948,0.0002353964,0.00009537016,0.001970676,0.0004097259,0.1081829,0.1460353,0.01437395,0.7060029,0.0001718594],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2477355,0.002728286,0.5658816,0.001256243,0.000346134,0.0006957637,0.00178222,0.03412302,0.1454513],"genre_scores_gemma":[0.868889,0.001521916,0.0943407,0.0002636836,0.0001680423,0.000224676,0.001897604,0.001010575,0.03168377],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008639595,"threshold_uncertainty_score":0.02890235,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405510165","doi":"10.1176/appi.psychotherapy.20240016","title":"Exploring Therapeutic Outcomes Through Dyadic Interactions: The Role of Patient-Avatar Dynamics in Avatar Therapy","year":2024,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Montréal","funders":"","keywords":"Avatar; Therapeutic relationship; Psychology; Schizophrenia (object-oriented programming); Psychotherapist; Alliance; Quality of life (healthcare); Virtual reality; Clinical psychology; Psychiatry; Human–computer interaction; Computer science","authors":[{"name":"Alexandre Hudon","is_ca":true},{"name":"Kingsada Phraxayavong","is_ca":true},{"name":"Stéphane Potvin","is_ca":true},{"name":"Alexandre Dumais","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05294258400248738,"gpt":0.3292499446294832,"spread":0.2763073606269958,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006887595,0.0004491011,0.0004415647,0.001189797,0.0009840591,0.002273304,0.000563862,0.0004111555,0.002309766],"category_scores_gemma":[0.02967037,0.0001655462,0.0003578165,0.0007671249,0.001245069,0.002044406,0.002352195,0.000874977,0.0001912312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007618012,"about_ca_system_score_gemma":0.0008313345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007082708,"about_ca_topic_score_gemma":0.0009518094,"domain_scores_codex":[0.9874852,0.01093632,0.0002233999,0.0003474666,0.0007394437,0.0002680819],"domain_scores_gemma":[0.9755704,0.01880463,0.00332777,0.0004917867,0.0007953936,0.001010045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001449006,0.001167907,0.6488634,0.0009243088,0.0005059252,0.001048472,0.125157,0.002056953,0.003325701,0.004588978,0.0009362822,0.2099762],"study_design_scores_gemma":[0.00009479615,0.003541481,0.8226567,0.00108524,0.0004779265,0.003757728,0.1311139,0.01442736,0.003227622,0.01128919,0.008193302,0.0001347083],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9827603,0.001075081,0.01150445,0.0006800052,0.00002981814,0.0001006795,0.00006641265,0.00003309215,0.003750133],"genre_scores_gemma":[0.9979095,0.0002446262,0.001601236,0.00001706997,0.000008244631,0.00005905531,0.00002173895,0.000004487289,0.0001340758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006887595,"threshold_uncertainty_score":0.03642553,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2433986022","doi":"10.1176/appi.psychotherapy.2008.62.2.117","title":"Guilt and Its Multidimensionality: Empirical Approaches Using Klein’s View","year":2008,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Emotions and Moral Behavior","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Medicine Hat College","funders":"","keywords":"Psychology; Feeling; Concurrent validity; Test (biology); Social psychology; Penitential; Measure (data warehouse); Developmental psychology; Test validity; Affect (linguistics); Population; Psychometrics; Internal consistency; Communication; Theology","authors":[{"name":"Chieko Hasui","is_ca":true},{"name":"Hiromi Igarashi","is_ca":false},{"name":"Toshiaki Nagata","is_ca":false},{"name":"Toshinori Kitamura","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2798387028096813,"gpt":0.4206473125265788,"spread":0.1408086097168976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03207605,0.001021247,0.001127629,0.01656499,0.002303244,0.006687388,0.001805661,0.001420187,0.00194535],"category_scores_gemma":[0.05864006,0.0008833315,0.001475794,0.00937331,0.01745032,0.01082751,0.008882872,0.003207925,0.00008376775],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005436876,"about_ca_system_score_gemma":0.002506875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001725422,"about_ca_topic_score_gemma":0.001641169,"domain_scores_codex":[0.9822112,0.01192268,0.001321784,0.001082916,0.002910391,0.0005510808],"domain_scores_gemma":[0.9216547,0.06000391,0.008140021,0.004541213,0.004707205,0.000953004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001520395,0.0003179737,0.2392046,0.00061767,0.0004396846,0.0005671169,0.09389708,0.00266249,0.0009978552,0.5820652,0.001350406,0.07772775],"study_design_scores_gemma":[0.00006734054,0.0003600105,0.2413953,0.001150421,0.0001990888,0.001732859,0.1344711,0.03412677,0.0008877266,0.5761949,0.009159467,0.0002551479],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8393857,0.004120732,0.1099509,0.006105984,0.0001364335,0.000787222,0.0002048586,0.00006465468,0.03924356],"genre_scores_gemma":[0.9745013,0.0007143708,0.02353554,0.0001478483,0.00004502462,0.0007399952,0.0000658772,0.00001143731,0.0002387349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03207605,"threshold_uncertainty_score":0.1696364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W95971023","doi":"10.1176/appi.psychotherapy.2014.68.1.57","title":"“The Ickiness Factor:” Case Study of an Unconventional Psychotherapeutic Approach to Pediatric OCD","year":2014,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Psychotherapist; Psychology; Serotonergic; Psychosocial; Alliance; Exposure and response prevention; Cognition; Psychiatry; Clinical psychology; Medicine; Serotonin; Internal medicine","authors":[{"name":"Justine Dembo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01904082963073283,"gpt":0.3425912108634536,"spread":0.3235503812327207,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003816703,0.0009278181,0.0005949739,0.001329885,0.004186281,0.001299184,0.0008771653,0.00292654,0.001516875],"category_scores_gemma":[0.002692144,0.0004849919,0.0006611648,0.001355113,0.002449989,0.001310485,0.001962754,0.003025352,0.0002383817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002322958,"about_ca_system_score_gemma":0.001258303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006893522,"about_ca_topic_score_gemma":0.01432489,"domain_scores_codex":[0.9993267,0.0002137656,0.00005489096,0.00008998816,0.0001251389,0.0001896041],"domain_scores_gemma":[0.9992858,0.0002417004,0.0001635631,0.00003782644,0.00004596097,0.0002251553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00003874298,0.0001394852,0.0112731,0.0001262665,0.00001980065,0.9436619,0.03070443,0.0002749662,0.0009125978,0.005006366,0.001623667,0.006218698],"study_design_scores_gemma":[0.00001154302,0.00009742017,0.006199718,0.0001083554,0.00002063287,0.9668723,0.01694393,0.0003424539,0.0005941456,0.0006431274,0.008138449,0.00002793864],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9781668,0.001971175,0.001878734,0.004152745,0.0002053216,0.0001502459,0.00009337185,0.00004487424,0.01333673],"genre_scores_gemma":[0.9935989,0.001106024,0.00167645,0.001061721,0.0001032798,0.00004243435,0.0000392834,0.00002322966,0.002348634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006893522,"threshold_uncertainty_score":0.01685429,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2263768608","doi":"10.1176/appi.psychotherapy.2015.69.4.441","title":"The Major Mobilization of the Unconscious and the Total Removal of Resistance in Davanloo’s Intensive Short-term Dynamic Psychotherapy","year":2015,"lang":"en","type":"review","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Neurosis; Unconscious mind; Psychotherapist; Focus (optics); Psychology; Subject (documents); Resistance (ecology); Term (time); Psychological intervention; Work (physics); Psychoanalysis; Computer science; Psychiatry; Engineering; Library science","authors":[{"name":"Catherine Hickey","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02437722319483592,"gpt":0.3849002384148459,"spread":0.36052301522001,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009798239,0.0004329052,0.0007735493,0.002139805,0.000853854,0.001516089,0.0009414954,0.002103941,0.001517146],"category_scores_gemma":[0.001940757,0.0002163567,0.0004449859,0.001856081,0.002238882,0.001573185,0.001248439,0.002215497,0.0003021853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872864,"about_ca_system_score_gemma":0.003245559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005980053,"about_ca_topic_score_gemma":0.01170634,"domain_scores_codex":[0.9992517,0.0001995072,0.00008540532,0.00009337866,0.0003067561,0.00006324158],"domain_scores_gemma":[0.9994224,0.0003927954,0.00007801075,0.00001300078,0.00006250229,0.00003126496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006064539,0.0000823552,0.0004299666,0.01805896,0.00007290451,0.0008652628,0.001507161,0.0001142695,0.0007973333,0.01598367,0.01009721,0.9519303],"study_design_scores_gemma":[0.00003278629,0.0002250799,0.01006503,0.02771385,0.0002448139,0.02846627,0.0021857,0.000178077,0.001533343,0.008948912,0.9203304,0.00007588203],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004945376,0.9962661,0.0001278725,0.000541569,0.000146133,0.000007262169,0.000002356002,0.000002585734,0.00241162],"genre_scores_gemma":[0.00781223,0.9905306,0.0002592994,0.000430635,0.0002262955,0.00001312281,0.000005959635,0.000001742362,0.0007202129],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005980053,"threshold_uncertainty_score":0.01358867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3026474594","doi":"10.1176/appi.psychotherapy.2001.55.3.323","title":"Special Section: Alvin R. Mahrer, Ph.D. (Guest Editor)","year":2001,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Section (typography); Special section; Field (mathematics); Psychology; Epistemology; Psychoanalysis; Operations research; Philosophy; Computer science; Engineering; Mathematics; Engineering physics","authors":[{"name":"Alvin R. Mahrer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01446962318056551,"gpt":0.3415633787192942,"spread":0.3270937555387287,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001659317,0.001650309,0.001675895,0.001663958,0.0008968385,0.002436982,0.00166635,0.003889031,0.04565101],"category_scores_gemma":[0.007914207,0.0005279128,0.0006503558,0.0007313894,0.0005708767,0.002147598,0.0008588978,0.005434946,0.03779617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006302083,"about_ca_system_score_gemma":0.0008105932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009167669,"about_ca_topic_score_gemma":0.001887073,"domain_scores_codex":[0.9992525,0.0001195128,0.0001028848,0.0001519241,0.0002951795,0.00007799422],"domain_scores_gemma":[0.9942595,0.001544168,0.0003222586,0.0001351258,0.002481395,0.001257485],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003752606,0.00001475182,0.0001256242,0.0001752634,0.000004170166,0.0002574856,0.0000136319,0.00002826102,0.00007320047,0.0001901305,0.9835193,0.01556071],"study_design_scores_gemma":[0.00003808425,0.00004847541,0.0007505133,0.0002455716,0.00001975587,0.001811802,0.00009531243,0.0001497461,0.0002491402,0.0004428508,0.99613,0.0000187108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000336653,0.01487506,0.0003823977,0.09361345,0.8783581,0.00008115739,0.0001087077,0.0001517845,0.0120927],"genre_scores_gemma":[0.00404714,0.03036058,0.0005286686,0.06019063,0.8126406,0.00008523468,0.0001466347,0.0001009104,0.09189956],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.04565101,"threshold_uncertainty_score":0.1527179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4414540359","doi":"10.1176/appi.psychotherapy.20250009","title":"How Patients Guide Therapy: A Pilot Study on the Development and Reliability of the Patient Coaching Rating System","year":2025,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Coaching; Reliability (semiconductor); Rating system; Empirical research; Rating scale; Health coaching","authors":[{"name":"Elizabeth Li","is_ca":false},{"name":"James McCollum","is_ca":false},{"name":"David Kealy","is_ca":true},{"name":"Matthew R. Baity","is_ca":false},{"name":"George Silberschatz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02408753431565867,"gpt":0.3263704811532301,"spread":0.3022829468375714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05806944,0.0004187418,0.0006205696,0.0008711519,0.001436724,0.00144579,0.0008731821,0.0006980221,0.001414286],"category_scores_gemma":[0.09894255,0.0005220464,0.0005595395,0.0006370683,0.001560381,0.001270598,0.001713525,0.001554878,0.0004480272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001411657,"about_ca_system_score_gemma":0.002935627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00134023,"about_ca_topic_score_gemma":0.002973348,"domain_scores_codex":[0.9668831,0.02711271,0.001674101,0.001185219,0.002403528,0.0007414324],"domain_scores_gemma":[0.9060328,0.0667709,0.003708025,0.007802457,0.01408284,0.001602932],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003327884,0.02036811,0.4416303,0.0006767357,0.0002304971,0.0008852619,0.2057594,0.001459177,0.01215279,0.001437742,0.00294567,0.3091265],"study_design_scores_gemma":[0.002626585,0.06604522,0.7518854,0.0005819388,0.0003942104,0.002311498,0.1172409,0.01588353,0.02096427,0.001422643,0.02022449,0.0004192712],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903922,0.00004475129,0.004893892,0.0001407542,0.00003160084,0.002968996,0.00007896184,0.00002488054,0.001423947],"genre_scores_gemma":[0.982107,0.00009450955,0.01368155,0.0001195969,0.00001668613,0.003340955,0.0001019649,0.00002297897,0.0005146949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05806944,"threshold_uncertainty_score":0.3071042,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3008551828","doi":"10.1176/appi.psychotherapy.20190042","title":"Psychotherapy Patients of Psychiatry Residents: A Descriptive Study","year":2020,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System","funders":"","keywords":"Anxiety; Psychodynamics; Psychiatry; Psychodynamic psychotherapy; Personality disorders; Mood; Depression (economics); Personality; Psychotherapist; Psychology; Mood disorders; Clinical psychology; Medicine","authors":[{"name":"L. Rex Kay","is_ca":true},{"name":"Tatjana Kay","is_ca":true},{"name":"Andrea Lawson","is_ca":true},{"name":"Meghan Hunter","is_ca":true},{"name":"Paula Ravitz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02308277011596215,"gpt":0.3281092323736492,"spread":0.305026462257687,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004194961,0.0002262201,0.0003327277,0.001307634,0.001069287,0.0005891515,0.0002825101,0.0004795429,0.002585081],"category_scores_gemma":[0.001859635,0.0003441046,0.000223035,0.0009503079,0.0004136034,0.0006327541,0.0005472575,0.0004826024,0.0004445308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007472517,"about_ca_system_score_gemma":0.0007505417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003259322,"about_ca_topic_score_gemma":0.004442506,"domain_scores_codex":[0.9995864,0.00008338962,0.0000585216,0.00006173732,0.00009417003,0.0001157751],"domain_scores_gemma":[0.9990742,0.0002834301,0.0003347272,0.00003342435,0.0000946675,0.0001795839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001820964,0.0003829934,0.9922084,0.00004808812,0.00001954385,0.001636381,0.002028142,0.00002412,0.0003552308,0.0000484509,0.0003804321,0.002686115],"study_design_scores_gemma":[0.00005215333,0.001034272,0.9763843,0.00004679357,0.00002515101,0.01032684,0.01034868,0.0001320074,0.0001693354,0.00003968721,0.001428089,0.00001270733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993029,0.0001049718,0.0000352131,0.00003232518,0.000003646311,0.00003585272,0.0001607925,0.000001352915,0.0003229208],"genre_scores_gemma":[0.9988334,0.0002727271,0.0001074485,0.0001251885,0.00002576069,0.0001141589,0.000311849,0.000001583735,0.0002079715],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003259322,"threshold_uncertainty_score":0.008647978,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386084948","doi":"10.1176/appi.psychotherapy.20220060","title":"Fidelity Assessment of Peer-Delivered Cognitive-Behavioral Therapy for Postpartum Depression","year":2023,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Digital Mental Health Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Clinical psychology; Inter-rater reliability; Fidelity; Psychological intervention; Psychology; Competence (human resources); Postpartum depression; Intraclass correlation; Cognition; Cognitive behavioral therapy; Medicine; Psychiatry; Psychometrics; Rating scale; Developmental psychology; Pregnancy; Social psychology","authors":[{"name":"Zoryana Babiy","is_ca":true},{"name":"Donya Merza","is_ca":true},{"name":"Haley Layton","is_ca":true},{"name":"Peter Bieling","is_ca":true},{"name":"Ryan J. Van Lieshout","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07641904196479787,"gpt":0.4918310937129405,"spread":0.4154120517481426,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01781158,0.0002780166,0.0003592811,0.0008706523,0.0005402806,0.0006614465,0.0008016514,0.0003582506,0.001128954],"category_scores_gemma":[0.08219684,0.0001988342,0.0006249219,0.0003442357,0.0004044684,0.0005660224,0.001118802,0.0004792143,0.000170799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009273514,"about_ca_system_score_gemma":0.001089247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002349452,"about_ca_topic_score_gemma":0.003227421,"domain_scores_codex":[0.9828218,0.01119456,0.00120874,0.0005402228,0.003914462,0.0003201461],"domain_scores_gemma":[0.9591146,0.02044439,0.007857057,0.002945142,0.008682819,0.0009560446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001895652,0.002576481,0.4187137,0.0008934133,0.0005560014,0.000134341,0.007276888,0.003082518,0.005422677,0.0003674158,0.001915379,0.5571656],"study_design_scores_gemma":[0.0005129823,0.01122808,0.938195,0.000774419,0.0005071161,0.0008423309,0.003352253,0.02721081,0.01164685,0.0005344297,0.005086678,0.0001090276],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682441,0.0003590056,0.02401121,0.0002055845,0.00003979634,0.002057975,0.0001932419,0.0001837299,0.004705383],"genre_scores_gemma":[0.9818172,0.0001506985,0.01651856,0.00003618637,0.00002182518,0.0009165048,0.0001622919,0.00001720416,0.0003595247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01781158,"threshold_uncertainty_score":0.09419775,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2884096802","doi":"10.1176/appi.psychotherapy.20180012","title":"Unconscious Repetition of a Patient’s Dynamics on an Inpatient Unit: Treatment Challenges","year":2018,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Bipolar Disorder and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Unconscious mind; Multidisciplinary team; Multidisciplinary approach; Psychology; Repetition (rhetorical device); Medicine; Psychotherapist; Nursing; Psychoanalysis","authors":[{"name":"Denise Ma","is_ca":true},{"name":"Maxine Sigman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01977621718832739,"gpt":0.3161937207251115,"spread":0.2964175035367841,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003738175,0.000519318,0.0006296157,0.0005065015,0.008510462,0.003924074,0.001759898,0.003572732,0.002705137],"category_scores_gemma":[0.01315534,0.0003850368,0.0005210671,0.0004943529,0.005097223,0.004107995,0.005705044,0.009805237,0.0008245269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002383644,"about_ca_system_score_gemma":0.004879935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001482881,"about_ca_topic_score_gemma":0.004555843,"domain_scores_codex":[0.9958299,0.002566791,0.0002087925,0.0002396563,0.0006736852,0.0004811255],"domain_scores_gemma":[0.9937968,0.002622033,0.0008532967,0.0003332834,0.0005614038,0.001833125],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.0003105045,0.0009833996,0.02133365,0.001420164,0.0001578035,0.1192022,0.2552695,0.002281544,0.00636423,0.04931732,0.0941764,0.4491833],"study_design_scores_gemma":[0.000184529,0.0008385261,0.02090007,0.002873158,0.0001206686,0.2273021,0.4652714,0.006257585,0.001972092,0.0870722,0.1867581,0.0004495893],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4248318,0.01426903,0.03340972,0.4550698,0.006480913,0.000314198,0.00008925582,0.0006561793,0.06487913],"genre_scores_gemma":[0.9387764,0.008295937,0.01806698,0.02584198,0.003183294,0.0003063217,0.00005703835,0.0001807334,0.005291389],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008510462,"threshold_uncertainty_score":0.01976961,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W238319523","doi":"10.1176/appi.psychotherapy.2007.61.3.297","title":"How To Do A Session Of Experiential Psychotherapy","year":2007,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Coaching Methods and Impact","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Session (web analytics); Experiential learning; Feeling; Psychology; Psychotherapist; Applied psychology; Social psychology; Computer science; Pedagogy; World Wide Web","authors":[{"name":"Alvin R. Mahrer","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02554096216632503,"gpt":0.4135074039797379,"spread":0.3879664418134129,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002132334,0.0008794089,0.0006319547,0.0006181959,0.003024089,0.001629209,0.001233754,0.003912532,0.05474064],"category_scores_gemma":[0.007666136,0.0006153402,0.0008947346,0.0002380326,0.001019818,0.002232344,0.002169628,0.005194022,0.02700536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005047649,"about_ca_system_score_gemma":0.00195721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006996791,"about_ca_topic_score_gemma":0.001349785,"domain_scores_codex":[0.9982727,0.0005117512,0.00007359985,0.0001923523,0.0005958908,0.0003538469],"domain_scores_gemma":[0.9969433,0.000534223,0.0001016934,0.0004720149,0.000454323,0.001494338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001308911,0.009406221,0.002059693,0.0007251902,0.00004703637,0.00133434,0.01027652,0.001629869,0.02647546,0.0201219,0.320008,0.6066069],"study_design_scores_gemma":[0.0009646004,0.003383864,0.00948479,0.0007465486,0.0000407752,0.004615285,0.008198896,0.003063366,0.01417762,0.04164023,0.9133713,0.0003126859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.07710556,0.00211638,0.4398296,0.07070292,0.01473956,0.0253351,0.001979986,0.01505664,0.3531343],"genre_scores_gemma":[0.2605904,0.001618744,0.5520517,0.01591199,0.001937717,0.01300446,0.001473858,0.001022038,0.152389],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.05474064,"threshold_uncertainty_score":0.1831257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4407558812","doi":"10.1176/appi.psychotherapy.20240040","title":"Benefits of Using Intensive Short-Term Dynamic Psychotherapy in Psychiatric Practice","year":2025,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Psychotherapist; Term (time); Psychology; Psychiatry","authors":[{"name":"Anna Hofner","is_ca":true},{"name":"Jordan Bawks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02015078026752045,"gpt":0.4014976141174685,"spread":0.3813468338499481,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002127342,0.0001853206,0.0001545615,0.0004807385,0.0009381544,0.0006119848,0.0004282795,0.000789255,0.005429453],"category_scores_gemma":[0.0128607,0.0001488686,0.0003261312,0.000300776,0.0004713925,0.0008812169,0.002639559,0.0009391767,0.0004865848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007022414,"about_ca_system_score_gemma":0.002300325,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001082638,"about_ca_topic_score_gemma":0.004401876,"domain_scores_codex":[0.9981024,0.00107361,0.00009653017,0.00008609415,0.0004162779,0.0002251544],"domain_scores_gemma":[0.9921092,0.00320948,0.001300925,0.0002658541,0.0003622116,0.002752199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005811537,0.004708232,0.03604366,0.0008391974,0.00005124285,0.0006229198,0.001995155,0.000903449,0.001412979,0.0008884229,0.005313033,0.9466406],"study_design_scores_gemma":[0.0009560045,0.01493064,0.8999588,0.003890818,0.000234887,0.009927265,0.009247287,0.00302068,0.0012564,0.005991285,0.05047313,0.0001128111],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8668563,0.01412931,0.005663596,0.02962613,0.0004189688,0.0006749673,0.0001167718,0.0002892595,0.08222467],"genre_scores_gemma":[0.9785731,0.005838789,0.01057151,0.002199452,0.0003879089,0.0002045825,0.00008308352,0.00001293969,0.00212863],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005429453,"threshold_uncertainty_score":0.01816332,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413738843","doi":"10.1176/appi.psychotherapy.20240060","title":"Integrating Psychotherapy Services Into Primary Care","year":2025,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; McMaster University","funders":"","keywords":"Primary care; Psychotherapist; Psychology; Medicine; Family medicine","authors":[{"name":"Katherine J. Lee","is_ca":true},{"name":"Dane Mauer-Vakil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.00936128821243238,"gpt":0.3760823638687841,"spread":0.3667210756563518,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002781762,0.0002183836,0.0003818339,0.001035135,0.00355733,0.003504792,0.001257191,0.001916778,0.01926142],"category_scores_gemma":[0.008642568,0.000406194,0.0008676642,0.00113977,0.0007537359,0.002088208,0.005884834,0.002508773,0.001155516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007389627,"about_ca_system_score_gemma":0.02916029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0496557,"about_ca_topic_score_gemma":0.1486772,"domain_scores_codex":[0.9960673,0.001715374,0.00019848,0.0002755422,0.0005487714,0.001194428],"domain_scores_gemma":[0.9915345,0.001197349,0.0004856689,0.0003693189,0.000622949,0.005790266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003334942,0.007280243,0.1587953,0.0007571904,0.0002147239,0.001659582,0.00911191,0.0007674688,0.00232837,0.009086112,0.06273729,0.7469283],"study_design_scores_gemma":[0.0009496335,0.003098321,0.7907357,0.003029575,0.000370039,0.00209606,0.0241674,0.001942813,0.0008244892,0.01100958,0.1616881,0.00008828496],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.5293104,0.01090437,0.004140997,0.2144794,0.002847124,0.002310782,0.000843339,0.0006705463,0.2344929],"genre_scores_gemma":[0.9481125,0.00516411,0.008234013,0.02564517,0.00126147,0.0006001416,0.0002615743,0.00005750307,0.01066343],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0496557,"threshold_uncertainty_score":0.09873337,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417101738","doi":"10.1176/appi.psychotherapy.20250015","title":"Evidence-Based Psychotherapy Training in Residency and Graduate Programs: A Multidisciplinary Survey","year":2025,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University; University of New Brunswick","funders":"","keywords":"Multidisciplinary approach; Training (meteorology); Occupational training; Graduate students; Continuing education; MEDLINE","authors":[{"name":"Luis E. Flores","is_ca":true},{"name":"Danielle M. Novick","is_ca":false},{"name":"Kelsey A. Bonfils","is_ca":false},{"name":"Sarah E. Bledsoe","is_ca":false},{"name":"Meredith Spada","is_ca":false},{"name":"Talia van der Vyver","is_ca":true},{"name":"Myrna M. Weissman","is_ca":false},{"name":"Laura Mufson","is_ca":false},{"name":"John C. Markowitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1557628791699766,"gpt":0.4377065757021844,"spread":0.2819436965322077,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005985755,0.0001708112,0.0003731039,0.002112796,0.0005624142,0.0006535608,0.0006769742,0.0009093476,0.00276936],"category_scores_gemma":[0.01940857,0.0003653158,0.0004251289,0.00237594,0.0003583495,0.001143635,0.001795369,0.0007906944,0.0005642753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009687907,"about_ca_system_score_gemma":0.001510705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580586,"about_ca_topic_score_gemma":0.004300419,"domain_scores_codex":[0.9948415,0.001550432,0.001181862,0.0004213305,0.001472553,0.0005322517],"domain_scores_gemma":[0.9804761,0.004693897,0.009074257,0.0003730551,0.00217916,0.003203562],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004478504,0.0001680505,0.9936973,0.00008893489,0.00003402293,0.00003739939,0.0004969946,0.00003832037,0.0001426407,0.00001791657,0.0007769911,0.004456673],"study_design_scores_gemma":[0.00001057245,0.0001175029,0.9976567,0.00005092121,0.000007733492,0.00009878971,0.001175737,0.0001309064,0.00004467731,0.000007153225,0.0006961392,0.000003106907],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961117,0.0005200336,0.0001338778,0.001147091,0.00001404626,0.0001084472,0.001020065,0.00001000475,0.0009347273],"genre_scores_gemma":[0.9967642,0.0007415439,0.0004591651,0.0005138558,0.00002829572,0.0002065889,0.0009807193,0.000005942735,0.0002996611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005985755,"threshold_uncertainty_score":0.03165609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411707771","doi":"10.1176/appi.psychotherapy.20240020","title":"Residential Intensive Short-Term Dynamic Psychotherapy, Part 1: Accelerating the Treatment of Personality Disorders","year":2025,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Dalhousie University","funders":"","keywords":"Term (time); Psychotherapist; Personality disorders; Personality; Psychology; Psychoanalysis","authors":[{"name":"Kees Cornelissen","is_ca":true},{"name":"Anna Bartak","is_ca":true},{"name":"Marijke A. de Haan","is_ca":true},{"name":"Joel M. Town","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02526512078955526,"gpt":0.3687725357576978,"spread":0.3435074149681425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005191814,0.0001537107,0.000163194,0.0002419388,0.0004799869,0.0002335699,0.0004272008,0.0002657315,0.002729632],"category_scores_gemma":[0.0008514309,0.0001001744,0.0002769085,0.0002510527,0.0002920553,0.0002446215,0.0008889964,0.0004373236,0.0002612222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003876982,"about_ca_system_score_gemma":0.0009869533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008673832,"about_ca_topic_score_gemma":0.002829872,"domain_scores_codex":[0.9997589,0.0001179214,0.00001138337,0.00002911631,0.00003893954,0.00004363043],"domain_scores_gemma":[0.999728,0.00005830671,0.00004431085,0.00004370812,0.00001720093,0.0001084385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001191977,0.01177399,0.01222531,0.0004298138,0.00004507704,0.0001798423,0.001783506,0.001097973,0.01257055,0.001213015,0.003640759,0.9538481],"study_design_scores_gemma":[0.00459274,0.05102362,0.865285,0.0004466706,0.0003714068,0.002237923,0.002250202,0.005678783,0.02296255,0.002484853,0.04258539,0.00008080216],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878731,0.0006184648,0.004346216,0.0003463554,0.00006491481,0.0008962972,0.00005892662,0.000146714,0.005649028],"genre_scores_gemma":[0.9765361,0.000817821,0.01899728,0.0002710213,0.00007452055,0.0007505408,0.0001543046,0.00001067703,0.002387856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002729632,"threshold_uncertainty_score":0.009131491,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413739006","doi":"10.1176/appi.psychotherapy.20250024","title":"The Matryoshka","year":2025,"lang":"en","type":"article","venue":"American Journal of Psychotherapy","topic":"Linguistics and language evolution","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System","funders":"","keywords":"Computer science; Geography","authors":[{"name":"Jonathan Hunter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007418235603106376,"gpt":0.2686974811710781,"spread":0.2612792455679717,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001374209,0.0003977436,0.0002837373,0.001227903,0.004164482,0.003895917,0.0006204829,0.001391717,0.06439591],"category_scores_gemma":[0.003126572,0.0002976271,0.0002854757,0.0005803483,0.003295553,0.002611671,0.004438556,0.00393526,0.0214871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002531767,"about_ca_system_score_gemma":0.004132521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004008069,"about_ca_topic_score_gemma":0.0117536,"domain_scores_codex":[0.9990203,0.0002658942,0.00003240505,0.0002005727,0.0003137849,0.0001669767],"domain_scores_gemma":[0.9987397,0.0001680379,0.00007169631,0.0002323295,0.0003761052,0.0004122495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005150977,0.00004459866,0.001074677,0.00009360257,0.000007482912,0.0002379057,0.00248532,0.00005890135,0.0007961862,0.4047822,0.428606,0.1617618],"study_design_scores_gemma":[0.000002845249,0.000007128439,0.0005462485,0.00005837579,0.000002102145,0.0001427109,0.0005028772,0.00004425319,0.0001916991,0.009768081,0.988728,0.000005521759],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008199446,0.00668392,0.005039721,0.09910374,0.008559359,0.00007592618,0.0002444379,0.0003250129,0.8717684],"genre_scores_gemma":[0.05081315,0.003501127,0.002840853,0.009332884,0.001135048,0.00007703206,0.0001191026,0.0002116796,0.9319691],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06439591,"threshold_uncertainty_score":0.2154258,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}