{"meta":{"query_hash":"49592c269b83","filters":{"venue":"Pragmatic Case Studies in Psychotherapy"},"cohort_total":12,"direct_labels_cover":0,"predictions_cover":12,"exported":12,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/49592c269b83","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pragmatic+Case+Studies+in+Psychotherapy"},"results":[{"id":"W1966131005","doi":"10.14713/pcsp.v10i4.1874","title":"Using Phenomenology To Understand Hallucinatory Experiences","year":2014,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Mental Health and Psychiatry","field":"Arts and Humanities","cited_by":3,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Capital District Health Authority","funders":"","keywords":"Conceptualization; Phenomenology (philosophy); Psychology; Psychotherapist; Relevance (law); Perspective (graphical); Context (archaeology); Interpretative phenomenological analysis; Epistemology; Lived experience; Psychoanalysis; Qualitative research; Sociology; Philosophy; Social science","score_opus":0.17015298778131227,"score_gpt":0.41654933182911863,"score_spread":0.24639634404780636,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966131005","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.18322842,0.14141889,0.069329284,0.44724324,0.016255977,0.00081331126,0.00027622245,0.0002439387,0.14119072],"genre_scores_gemma":[0.88717604,0.05182761,0.013012192,0.037104927,0.004527765,0.00085273036,0.00011696636,0.00012284721,0.005258883],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.98512834,0.012335801,0.0005668505,0.00039923307,0.00096323923,0.0006065877],"domain_scores_gemma":[0.9819009,0.014792596,0.0012022635,0.0006318857,0.0008433065,0.0006290487],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013013538,0.0010012634,0.00078349025,0.0052941,0.008587568,0.0077550635,0.002651546,0.0060772775,0.0016315994],"category_scores_gemma":[0.021895299,0.00038930352,0.00081336935,0.0031445813,0.04230345,0.018653426,0.009873825,0.0062632416,0.00026375684],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000024646253,0.00002137896,0.0012065246,0.00064386986,0.000013784719,0.003140652,0.83241516,0.00014208634,0.0002998685,0.14630023,0.007573589,0.008218231],"study_design_scores_gemma":[0.000014340693,0.000037959308,0.0009938038,0.0016864579,0.000010652302,0.0062431768,0.75458574,0.00015561265,0.00018779654,0.07787387,0.15816861,0.000041944015],"about_ca_topic_score_codex":0.0047004437,"about_ca_topic_score_gemma":0.0074789203,"teacher_disagreement_score":0.013013538,"about_ca_system_score_codex":0.0047266325,"about_ca_system_score_gemma":0.0041215075,"threshold_uncertainty_score":0.06882298},"labels":[],"label_agreement":null},{"id":"W1966184524","doi":"10.14713/pcsp.v4i2.932","title":"On the Nature and Treatment of Scrupulosity","year":2008,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Obsessive-Compulsive Spectrum Disorders","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"Université Laval","keywords":"Psychotherapist; Psychology; Psychodynamics; Cognition; Interpersonal communication; Exposure and response prevention; Cognitive behavioral therapy; Cognitive therapy; Negotiation; Interpersonal psychotherapy; Cognitive restructuring; Clinical psychology; Psychiatry; Medicine; Social psychology; Randomized controlled trial","score_opus":0.03228914392481752,"score_gpt":0.3685488411112507,"score_spread":0.33625969718643317,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1966184524","genre_codex":"review","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.045053944,0.51932067,0.0043873377,0.32045308,0.010475823,0.00009170894,0.000035392335,0.000049008366,0.10013311],"genre_scores_gemma":[0.42480525,0.47035313,0.0040257946,0.071385175,0.0118100345,0.00024648733,0.00005101278,0.00004262139,0.017280437],"study_design_codex":"design_other","study_design_gemma":"case_report","domain_scores_codex":[0.9986798,0.00075836515,0.00007669515,0.000053517284,0.00035807744,0.000073566],"domain_scores_gemma":[0.999456,0.00034569929,0.00006699823,0.000014957769,0.00007950897,0.000036876612],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0011409264,0.00018033982,0.00035531868,0.0006193819,0.000920354,0.00086721097,0.00063867046,0.0018123524,0.0006930745],"category_scores_gemma":[0.0024664775,0.00009085575,0.0002715331,0.00033657893,0.00332287,0.00092950324,0.00084329897,0.0024229588,0.00011548233],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00013438998,0.000239838,0.0018029681,0.0038808784,0.000048611353,0.006987966,0.014046171,0.00032496348,0.003975215,0.13255587,0.1015851,0.734418],"study_design_scores_gemma":[0.0000944255,0.0004331907,0.0072670644,0.0077382764,0.000049757222,0.030391207,0.010473617,0.0003801151,0.0012788502,0.05152916,0.890317,0.0000473039],"about_ca_topic_score_codex":0.0015595744,"about_ca_topic_score_gemma":0.0044629555,"teacher_disagreement_score":0.0018123524,"about_ca_system_score_codex":0.0010672403,"about_ca_system_score_gemma":0.0016268146,"threshold_uncertainty_score":0.0077433586},"labels":[],"label_agreement":null},{"id":"W1983455791","doi":"10.14713/pcsp.v5i3.982","title":"Logic, Hermeneutics, or Both?","year":2009,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":6,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Hermeneutics; Epistemology; Psychology; Experiential learning; Inference; Philosophy; Pedagogy","score_opus":0.09215919591747822,"score_gpt":0.3785185319690718,"score_spread":0.2863593360515936,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1983455791","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.025983693,0.044263992,0.1552814,0.3341351,0.0049417247,0.00015718724,0.00021144132,0.0003612086,0.4346643],"genre_scores_gemma":[0.9100529,0.00783905,0.035191186,0.018688666,0.002542089,0.0003488665,0.0000907876,0.0001212658,0.02512535],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.98423713,0.010941291,0.0005115107,0.001501947,0.0019299362,0.0008780695],"domain_scores_gemma":[0.9902712,0.006022188,0.0009665458,0.0014437016,0.00082426314,0.00047207068],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015700363,0.000736472,0.0010515162,0.0025944654,0.0029016524,0.013206537,0.002072915,0.0043847193,0.009955379],"category_scores_gemma":[0.019431729,0.00043912025,0.00074806466,0.002701572,0.06446463,0.024939882,0.0055070044,0.005812074,0.0017472984],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000098417495,0.000007898225,0.000076564815,0.000049031998,0.0000034216816,0.000019478879,0.0016978589,0.000037007027,0.00003040265,0.9926725,0.0010258151,0.0043699774],"study_design_scores_gemma":[0.0000108092145,0.000015440826,0.00009864262,0.00013726199,0.000003986683,0.00007568841,0.0033928945,0.00031251667,0.00010348005,0.9596014,0.03623666,0.000011252086],"about_ca_topic_score_codex":0.0027454854,"about_ca_topic_score_gemma":0.0014778945,"teacher_disagreement_score":0.015700363,"about_ca_system_score_codex":0.005453416,"about_ca_system_score_gemma":0.0047529778,"threshold_uncertainty_score":0.08303243},"labels":[],"label_agreement":null},{"id":"W2011171735","doi":"10.14713/pcsp.v7i2.1091","title":"Contrasting Two Clients in Emotion-Focused Therapy for Depression 1: The Case of \"Tom,\" \"Trapped in the Tunnel\"","year":2011,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":13,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Outcome (game theory); Psychology; Psychotherapist; Watson; Session (web analytics); Alliance; Randomized controlled trial; Cognitive therapy; Cognitive behavioral therapy; Clinical psychology; Cognition; Psychiatry; Medicine; Artificial intelligence","score_opus":0.11301947664205962,"score_gpt":0.4346087848611898,"score_spread":0.3215893082191302,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2011171735","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.95961004,0.00160054,0.0030463506,0.017044477,0.0002753163,0.00035958493,0.000033897653,0.000026403419,0.01800332],"genre_scores_gemma":[0.99069726,0.0005938024,0.0032170727,0.0025297117,0.000044726672,0.00036659866,0.000013067346,0.000014631355,0.0025230872],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.97807795,0.017402714,0.0006773813,0.0005560144,0.0017531747,0.0015326968],"domain_scores_gemma":[0.9946615,0.0029477815,0.0009304679,0.00034563642,0.00040865593,0.00070600223],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.012051014,0.00048282513,0.0011939228,0.0016406962,0.009358397,0.005451293,0.0016957797,0.0048987973,0.0018248222],"category_scores_gemma":[0.026715841,0.00069878256,0.0010902222,0.0014812477,0.013034642,0.0034643884,0.007120866,0.0050282353,0.00027377126],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0023510922,0.0014684653,0.0438501,0.0009927684,0.00015317717,0.060744915,0.6670561,0.0007617607,0.0028688873,0.11494155,0.0068930197,0.09791814],"study_design_scores_gemma":[0.00055630534,0.0029463824,0.020277346,0.0018847678,0.00025150878,0.10104781,0.7803412,0.0025074014,0.0031212186,0.041625526,0.04519482,0.00024569663],"about_ca_topic_score_codex":0.006389053,"about_ca_topic_score_gemma":0.008366948,"teacher_disagreement_score":0.012051014,"about_ca_system_score_codex":0.005913547,"about_ca_system_score_gemma":0.005060781,"threshold_uncertainty_score":0.063732624},"labels":[],"label_agreement":null},{"id":"W2020303268","doi":"10.14713/pcsp.v7i2.1093","title":"Contrasting Two Clients in Emotion-Focused Therapy for Depression 2: The Case of \"Eloise,\" \"It's Like Opening the Windows and Letting the Fresh Air Come In\"","year":2011,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University; University of Toronto","funders":"","keywords":"Watson; Psychology; Outcome (game theory); Session (web analytics); Depression (economics); Psychotherapist; Perception; Psychoanalysis; Computer science; Artificial intelligence","score_opus":0.07822167041464333,"score_gpt":0.40839599373150787,"score_spread":0.3301743233168645,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020303268","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.96967804,0.0008730839,0.0017460736,0.013329944,0.00015928071,0.00013954601,0.000035567013,0.00001708804,0.014021422],"genre_scores_gemma":[0.99011797,0.0005710932,0.0018877707,0.0023190589,0.000043935077,0.00017143141,0.00002189556,0.000021915319,0.0048450283],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.9924891,0.004910628,0.00026408077,0.0003354813,0.0008489851,0.0011517669],"domain_scores_gemma":[0.9967456,0.0014941645,0.0005347208,0.00018075632,0.00028154513,0.00076334365],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0051754126,0.0006033007,0.0011908981,0.0014044845,0.010245855,0.00545774,0.0015921891,0.0046781995,0.002201029],"category_scores_gemma":[0.01559062,0.0006942995,0.00084131456,0.0013980163,0.00992841,0.0027120034,0.0069841803,0.0052413275,0.00038795642],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0008689565,0.0007617549,0.031299505,0.00040537043,0.000075947544,0.083795436,0.7864873,0.000475392,0.0022181212,0.042324245,0.0070256414,0.04426235],"study_design_scores_gemma":[0.00020418197,0.0005863124,0.016890544,0.0006184312,0.00008968414,0.11188949,0.8149902,0.0013520673,0.0017145305,0.015153271,0.0363787,0.00013257466],"about_ca_topic_score_codex":0.008944918,"about_ca_topic_score_gemma":0.013878787,"teacher_disagreement_score":0.010245855,"about_ca_system_score_codex":0.0065389927,"about_ca_system_score_gemma":0.0035094968,"threshold_uncertainty_score":0.047443867},"labels":[],"label_agreement":null},{"id":"W2020679041","doi":"10.14713/pcsp.v7i4.1114","title":"A Case Study Investigating Whether the Process of Resolving Interpersonal Problems in Couple Therapy Is Isomorphic to the Process of Resolving Problems in Individual Therapy","year":2011,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Psychotherapist; Psychology; Process (computing); Interpersonal communication; Action (physics); Therapeutic relationship; Social psychology; Computer science","score_opus":0.15051728079924648,"score_gpt":0.41979460470241076,"score_spread":0.2692773239031643,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2020679041","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9521024,0.0031442337,0.007127785,0.003694563,0.00032652213,0.0016668588,0.00010289095,0.000021842181,0.0318129],"genre_scores_gemma":[0.9753025,0.003858595,0.010252761,0.001087952,0.00011397678,0.0010223911,0.0000654058,0.000015749603,0.008280793],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.9935987,0.0047647064,0.00020160599,0.0003413279,0.0005482435,0.0005453895],"domain_scores_gemma":[0.9935201,0.0045578713,0.0005480165,0.00040978534,0.00028744395,0.0006767645],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004713821,0.0006862051,0.0006352264,0.0018156474,0.00884157,0.0021217836,0.001660196,0.005327875,0.0038005204],"category_scores_gemma":[0.01605559,0.0006459589,0.0010473715,0.0021608183,0.004081486,0.0024227973,0.0033259839,0.0041944017,0.00053487456],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.001969087,0.016622817,0.039995067,0.002903297,0.00020599399,0.33382076,0.41208687,0.0018516709,0.0049455347,0.0709808,0.009810032,0.10480806],"study_design_scores_gemma":[0.0009870167,0.008166158,0.03294162,0.0014761491,0.00037883825,0.46484038,0.4032525,0.0028948847,0.0043829377,0.013937897,0.066480584,0.00026105918],"about_ca_topic_score_codex":0.0053346967,"about_ca_topic_score_gemma":0.011001279,"teacher_disagreement_score":0.00884157,"about_ca_system_score_codex":0.0029832886,"about_ca_system_score_gemma":0.0026336398,"threshold_uncertainty_score":0.024929345},"labels":[],"label_agreement":null},{"id":"W2024917152","doi":"10.14713/pcsp.v7i2.1090","title":"Contrasting Clients in Dialectical Behavior Therapy for Borderline Personality Disorder: \"Marie\" and \"Dean,\" Two Cases with Different Alliance Trajectories & Outcomes","year":2011,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Personality Disorders and Psychopathology","field":"Psychology","cited_by":17,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Borderline personality disorder; Dialectical behavior therapy; Alliance; Context (archaeology); Psychology; Psychotherapist; Personality; Personality disorders; Clinical psychology; Randomized controlled trial; Psychiatry; Medicine; Social psychology","score_opus":0.10074755906078305,"score_gpt":0.4164292181292249,"score_spread":0.31568165906844187,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2024917152","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.99752265,0.00023326183,0.00020659392,0.0005545029,0.000016010377,0.00007737451,0.000018266628,0.000003846362,0.0013673815],"genre_scores_gemma":[0.99669844,0.00027180437,0.0009905192,0.0004109015,0.000015386096,0.00021421019,0.00003274004,0.000005490143,0.0013605021],"study_design_codex":"observational","study_design_gemma":"case_report","domain_scores_codex":[0.9974311,0.0011877039,0.00019736215,0.00023786722,0.00046920765,0.00047671294],"domain_scores_gemma":[0.9975955,0.0009954944,0.000594238,0.00012253488,0.00016850105,0.000523656],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0024934844,0.0002252756,0.0006193647,0.00051820045,0.0030087254,0.0010052957,0.00060663134,0.0017563317,0.00091606664],"category_scores_gemma":[0.010381556,0.00033168125,0.0004969448,0.0004911637,0.0017928804,0.00074620603,0.001968538,0.0011777702,0.00015482285],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.01210668,0.009410663,0.3879945,0.0016569021,0.000254864,0.09397844,0.26733458,0.0015673733,0.017445095,0.02079826,0.008555657,0.17889696],"study_design_scores_gemma":[0.0023621856,0.012083674,0.51697874,0.0012096066,0.00033658766,0.24677478,0.16821331,0.0038739007,0.010965798,0.008382402,0.028358677,0.00046031378],"about_ca_topic_score_codex":0.0070250216,"about_ca_topic_score_gemma":0.019678686,"teacher_disagreement_score":0.0070250216,"about_ca_system_score_codex":0.0034222358,"about_ca_system_score_gemma":0.0017905214,"threshold_uncertainty_score":0.024830163},"labels":[],"label_agreement":null},{"id":"W2160149592","doi":"10.14713/pcsp.v6i3.1043","title":"Developing a Systematic Procedure for the Assessment of Self-Defining Memories in Psychodynamic Therapy: Promise and Pitfalls","year":2010,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Identity, Memory, and Therapy","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"York University","funders":"","keywords":"Narrative; Psychology; Expression (computer science); Psychotherapist; Psychodynamics; Narrative inquiry; Psychodynamic psychotherapy; Autobiographical memory; Identification (biology); Coding (social sciences); Cognitive psychology; Sociology; Recall; Linguistics; Computer science","score_opus":0.03930564234317887,"score_gpt":0.4209185293305358,"score_spread":0.38161288698735696,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2160149592","genre_codex":"methods","genre_gemma":"methods","domain_codex":"methods","domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"methods","genre_consensus":"methods","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.015992617,0.0038163064,0.9423699,0.00961405,0.0020562753,0.018399466,0.0003295998,0.0010549924,0.006366774],"genre_scores_gemma":[0.034511548,0.0014056185,0.9279477,0.0016314504,0.00020395686,0.032958843,0.000113607035,0.00018155496,0.0010456817],"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.44107637,0.45201045,0.05663926,0.008228833,0.039698657,0.0023464118],"domain_scores_gemma":[0.34454286,0.3667597,0.040316187,0.11635268,0.12909694,0.0029316815],"candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.48106512,0.0020581863,0.003985536,0.010623584,0.0073867384,0.011011457,0.00842374,0.005516327,0.0014777447],"category_scores_gemma":[0.5028561,0.00247369,0.0027456225,0.011856036,0.027298236,0.017453315,0.012684677,0.009247519,0.0015869627],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00054251315,0.00046845467,0.009654635,0.011090644,0.00021247237,0.0007503625,0.14640562,0.0007437702,0.011886911,0.09053018,0.018059691,0.70965475],"study_design_scores_gemma":[0.0010007912,0.004355158,0.04354604,0.037409544,0.00085356546,0.00845938,0.18679276,0.022405434,0.058955763,0.2787179,0.35493147,0.0025722587],"about_ca_topic_score_codex":0.0073264013,"about_ca_topic_score_gemma":0.016922344,"teacher_disagreement_score":0.48106512,"about_ca_system_score_codex":0.0075219963,"about_ca_system_score_gemma":0.04447182,"threshold_uncertainty_score":0.63993907},"labels":[],"label_agreement":null},{"id":"W2789088776","doi":"10.14713/pcsp.v13i4.2021","title":"When Skill and Wisdom Merge","year":2018,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":4,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Metaphor; Psychology; Merge (version control); Psychotherapist; Relation (database); Epistemology; Psychoanalysis; Philosophy; Linguistics","score_opus":0.03276062195201747,"score_gpt":0.3790221787099333,"score_spread":0.34626155675791587,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2789088776","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.018303495,0.01670382,0.023298644,0.45102137,0.007716604,0.000086148335,0.00012888995,0.0003949791,0.48234603],"genre_scores_gemma":[0.7695951,0.0070028165,0.014616912,0.1223087,0.003778125,0.0002556456,0.0001602868,0.00079582195,0.08148654],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"case_report","domain_scores_codex":[0.9854536,0.0069008637,0.00057480636,0.0019372777,0.002657467,0.002475872],"domain_scores_gemma":[0.98799825,0.00547878,0.0007650364,0.0018689872,0.0017971457,0.0020917524],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013276117,0.0009482215,0.0012325135,0.0040311986,0.012792625,0.029549142,0.00208681,0.009663168,0.019904982],"category_scores_gemma":[0.03139271,0.0006297391,0.0008032898,0.0017749589,0.07630434,0.044219904,0.025222825,0.016269034,0.0058149486],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000051903615,0.00002842749,0.0006466912,0.00011434318,0.000025280608,0.00035638045,0.064696886,0.00006288896,0.00020909957,0.8856461,0.025902387,0.022259612],"study_design_scores_gemma":[0.000024664576,0.000027033973,0.00038166903,0.00033157595,0.000013371051,0.0003717631,0.037231643,0.00009368034,0.00017222633,0.7077086,0.25360736,0.00003642922],"about_ca_topic_score_codex":0.0070668864,"about_ca_topic_score_gemma":0.006298852,"teacher_disagreement_score":0.029549142,"about_ca_system_score_codex":0.007270084,"about_ca_system_score_gemma":0.00870942,"threshold_uncertainty_score":0.07021165},"labels":[],"label_agreement":null},{"id":"W2962184991","doi":"10.14713/pcsp.v15i2.2053","title":"A Bridge Over Troubled Water: Commentary on Paul Blimling’s Case of \"James\" Integrating Music Listening into AEDP","year":2019,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Child and Family Research Institute; University of British Columbia","funders":"","keywords":"Psychology; Active listening; Transformational leadership; Psychotherapist; Experiential learning; Transformative learning; Undoing; Reflexivity; Psychoanalysis; Social psychology; Developmental psychology; Sociology","score_opus":0.03866752659448543,"score_gpt":0.40396711188757,"score_spread":0.3652995852930846,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2962184991","genre_codex":"commentary","genre_gemma":"commentary","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"commentary","genre_consensus":"commentary","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.00039768603,0.007915995,0.00014078408,0.9674622,0.022762625,0.000010266097,0.000016831298,0.000017010661,0.0012766554],"genre_scores_gemma":[0.0074917953,0.003971328,0.0001862813,0.9692207,0.016200593,0.000055930508,0.0000072775465,0.00005545113,0.0028106736],"study_design_codex":"not_applicable","study_design_gemma":"case_report","domain_scores_codex":[0.98448837,0.009020036,0.0008057461,0.0020835574,0.0025286584,0.0010735779],"domain_scores_gemma":[0.96984124,0.021709181,0.0013276645,0.0006387499,0.0037768767,0.0027061917],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.013283822,0.001483943,0.0019084521,0.0012637597,0.012520873,0.007584097,0.008472876,0.05289788,0.003518555],"category_scores_gemma":[0.06335615,0.0010001608,0.0016342035,0.0014536615,0.025102353,0.014776241,0.0057650222,0.08160659,0.0024925831],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00002926734,0.000011636648,0.00009728373,0.00024710115,0.000010647425,0.001263741,0.012737906,0.000039321363,0.00007626986,0.008024492,0.9720909,0.0053713247],"study_design_scores_gemma":[0.000024394021,0.000036074758,0.00021072656,0.0013931111,0.000016961194,0.0034224577,0.020623308,0.00009784679,0.00017331283,0.0076092514,0.96630615,0.0000863676],"about_ca_topic_score_codex":0.0452995,"about_ca_topic_score_gemma":0.06327044,"teacher_disagreement_score":0.05289788,"about_ca_system_score_codex":0.012463632,"about_ca_system_score_gemma":0.014668678,"threshold_uncertainty_score":0.09043038},"labels":[],"label_agreement":null},{"id":"W4293250129","doi":"10.55818/pcsp.v18i2.2112","title":"A Sequenced, Relationship-Based Approach to the Treatment of Complex Posttraumatic Stress Disorder (CPTSD): The Hybrid Case Study of \"Chloe\"","year":2022,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"","funders":"University of Oxford; York University","keywords":"Psychology; Psychological intervention; Psychotherapist; Posttraumatic stress; Medical diagnosis; Single-subject design; Clinical psychology; Psychiatry; Medicine","score_opus":0.1370394877037562,"score_gpt":0.4355346044753788,"score_spread":0.29849511677162255,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4293250129","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.81459475,0.003588719,0.03539776,0.036187164,0.00058510195,0.0014079034,0.00021932661,0.000070164,0.10794909],"genre_scores_gemma":[0.95723826,0.0021895564,0.027506951,0.0038871414,0.0000967807,0.000760271,0.000063335014,0.000034690755,0.008222994],"study_design_codex":"qualitative","study_design_gemma":"case_report","domain_scores_codex":[0.9957688,0.0030607036,0.000107166394,0.00020794173,0.00050033897,0.00035505104],"domain_scores_gemma":[0.9979055,0.0011411902,0.00019565894,0.00016753994,0.0001735735,0.0004165198],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0034807585,0.00037366702,0.00037707365,0.0011772795,0.006965662,0.0023718523,0.0013786041,0.0025676163,0.0023352215],"category_scores_gemma":[0.008076965,0.00027026804,0.000490761,0.0009734653,0.006531974,0.0029755204,0.005247887,0.0030645733,0.00026359092],"study_design_candidate":"case_report","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00024647903,0.00081277057,0.025139038,0.000717996,0.000070295966,0.09241232,0.52595764,0.0019329643,0.0026350233,0.23513302,0.033349264,0.08159324],"study_design_scores_gemma":[0.00011381023,0.00063917326,0.009285963,0.00093040627,0.000043270218,0.15827203,0.55350435,0.0021404019,0.0015387982,0.033067863,0.24033266,0.00013124537],"about_ca_topic_score_codex":0.009683263,"about_ca_topic_score_gemma":0.027214192,"teacher_disagreement_score":0.009683263,"about_ca_system_score_codex":0.004338248,"about_ca_system_score_gemma":0.0038874794,"threshold_uncertainty_score":0.03147638},"labels":[],"label_agreement":null},{"id":"W4400166818","doi":"10.55818/pcsp.v19i3.2141","title":"Unifying Psychotherapy in Suicide Prevention","year":2023,"lang":"en","type":"article","venue":"Pragmatic Case Studies in Psychotherapy","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Alberta","funders":"Johns Hopkins University","keywords":"Psychotherapist; Psychology","score_opus":0.11458236012484165,"score_gpt":0.48814235112219,"score_spread":0.3735599909973484,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W4400166818","genre_codex":"commentary","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.06672357,0.2021559,0.14236589,0.432998,0.008204804,0.0014257237,0.00004569289,0.00031421115,0.14576627],"genre_scores_gemma":[0.75529045,0.07986629,0.12513196,0.031439062,0.0015970859,0.0017916106,0.000040277,0.00008798246,0.0047552274],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.9825895,0.0140872635,0.0006065021,0.0005536585,0.0015760204,0.00058706925],"domain_scores_gemma":[0.99425226,0.0041037393,0.00035082386,0.0003765492,0.00040481525,0.0005118647],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.015047702,0.00059202255,0.00081103435,0.002919351,0.0055772057,0.005844478,0.0018626996,0.005030067,0.0020081354],"category_scores_gemma":[0.012738721,0.0004261081,0.0011269641,0.0014359177,0.022274194,0.009699614,0.012054762,0.007342524,0.0003840145],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00005987897,0.00037646244,0.0012966894,0.002832699,0.000077223856,0.0011833981,0.09003743,0.0006316857,0.00045712906,0.60451496,0.009490796,0.2890416],"study_design_scores_gemma":[0.00015883654,0.00032348002,0.0023613223,0.011225757,0.00015543301,0.0035509667,0.084235385,0.001972368,0.00060283643,0.6946717,0.20066246,0.000079549296],"about_ca_topic_score_codex":0.0041633253,"about_ca_topic_score_gemma":0.00960302,"teacher_disagreement_score":0.015047702,"about_ca_system_score_codex":0.006709038,"about_ca_system_score_gemma":0.015026359,"threshold_uncertainty_score":0.079580784},"labels":[],"label_agreement":null}]}