{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":5,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":5,"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":"4482e832f904","filters":{"venue":"Substance Use Research and Treatment"}},"results":[{"id":"W4396647994","doi":"10.1177/29768357241244680","title":"Family-based Interventions of Preventing Substance Use Among Immigrant Youth: A Scoping Review","year":2024,"lang":"en","type":"review","venue":"Substance Use Research and Treatment","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Saskatchewan Health Authority; Dalhousie University; Saskatchewan Health; University of Saskatchewan; Prince Albert Grand Council","funders":"","keywords":"Psychological intervention; Context (archaeology); Intervention (counseling); Acculturation; Immigration; Psychology; Medicine; Psychiatry; Political science; Geography","authors":[{"name":"Yiyan Li","is_ca":true},{"name":"Geoffrey Maina","is_ca":true},{"name":"Ghazal Mousavian","is_ca":true},{"name":"Yiting Fang","is_ca":true},{"name":"Barbara Twum-Antwi","is_ca":true},{"name":"Jordan Sherstobitoff","is_ca":true},{"name":"Jonathan Amoyaw","is_ca":true},{"name":"Mamata Pandey","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4059354113123839,"gpt":0.4767306718175237,"spread":0.07079526050513979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00719482,0.001204007,0.003450684,0.008942856,0.001150877,0.00305964,0.001736293,0.002772535,0.003965665],"category_scores_gemma":[0.02941177,0.0007532297,0.004628418,0.006657702,0.0008375488,0.002373892,0.001575142,0.001319824,0.0003274959],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00384736,"about_ca_system_score_gemma":0.01280647,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01296536,"about_ca_topic_score_gemma":0.02120692,"domain_scores_codex":[0.9961764,0.001821821,0.0008529461,0.0002932765,0.0006869794,0.0001686855],"domain_scores_gemma":[0.9815856,0.01534502,0.00129728,0.0002050134,0.001409046,0.000157967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000247707,0.0001457944,0.001314196,0.649214,0.003179522,0.0002141939,0.001287263,0.0003444391,0.0001733006,0.00119422,0.003089556,0.3395957],"study_design_scores_gemma":[0.00008409729,0.0002459349,0.00308375,0.9527702,0.00863928,0.0002773384,0.001064628,0.0001425266,0.000196423,0.0004406225,0.03303276,0.0000223714],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009659763,0.9977297,0.0001048229,0.0002371576,0.00010268,0.0001800753,0.00005029067,0.000005607448,0.000623721],"genre_scores_gemma":[0.008243441,0.9906414,0.0004360688,0.0002018161,0.00004574355,0.0002829313,0.00004976746,0.00000223721,0.00009652192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01296536,"threshold_uncertainty_score":0.03805029,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4417274351","doi":"10.1177/29768357251403255","title":"Mothers Marketing to Mothers: An Exploration of Cannabis Use and Constructions of Motherhood on Instagram and Blog Posts","year":2025,"lang":"en","type":"article","venue":"Substance Use Research and Treatment","topic":"Cannabis and Cannabinoid Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"University of New Brunswick; Laurentian University; BC Research (Canada); University of Manitoba","funders":"Mitacs; University of Manitoba","keywords":"Cannabis; Narrative; Consumption (sociology); Personalization; Health care; Focus group; Position (finance); Focus (optics); Social media","authors":[{"name":"Theodore A Smith","is_ca":true},{"name":"Stella Kraft","is_ca":true},{"name":"Anne Waugh","is_ca":true},{"name":"Kelly D. Harding","is_ca":true},{"name":"Andrea E. Bombak","is_ca":true},{"name":"Natalie D. Riediger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09633501403924581,"gpt":0.3779582453560749,"spread":0.281623231316829,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002794139,0.0006536726,0.0003545458,0.002087646,0.009320869,0.004556912,0.0008650845,0.0009592765,0.00472832],"category_scores_gemma":[0.005448202,0.0003573535,0.0002321654,0.001840939,0.007616545,0.004328246,0.004480642,0.001362177,0.0002851781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009063971,"about_ca_system_score_gemma":0.005740168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07663367,"about_ca_topic_score_gemma":0.1748343,"domain_scores_codex":[0.9983218,0.0009240361,0.00003572934,0.0001274082,0.0002880429,0.000302973],"domain_scores_gemma":[0.9942657,0.004619782,0.0003778706,0.0001378543,0.0003149666,0.0002838851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002763522,0.00000837663,0.002599651,0.00007468866,0.000002144882,0.0007344784,0.9891037,0.000007791202,0.0006014666,0.001712888,0.0005622865,0.004564908],"study_design_scores_gemma":[0.000002039849,0.00001378052,0.003292788,0.000114676,0.000004731696,0.0001655412,0.9798869,0.00003520474,0.0002590966,0.0001985981,0.01601994,0.000006683543],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9728791,0.0007686874,0.0009596687,0.002579813,0.00008679931,0.00008654548,0.0002641713,0.00003311203,0.0223421],"genre_scores_gemma":[0.9918497,0.0009818757,0.000909218,0.0005282335,0.00003367124,0.0001112603,0.00009205077,0.00004643511,0.005447574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07663367,"threshold_uncertainty_score":0.1523752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411617177","doi":"10.1177/29768357251350869","title":"A Qualitative Study to Explore Feasibility of Implementing Seeking Safety and Trauma-Sensitive Yoga","year":2025,"lang":"en","type":"article","venue":"Substance Use Research and Treatment","topic":"Posttraumatic Stress Disorder Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Health Sciences North; University of Toronto; NOSM University","funders":"Northern Ontario Academic Medicine Association","keywords":"Checklist; Thematic analysis; Intervention (counseling); Medicine; Population; Qualitative research; Focus group; Addiction; Descriptive statistics; Clinical psychology; Mental health; Qualitative property; Family medicine; Psychology; Psychiatry; Environmental health","authors":[{"name":"Teresa Naseba Marsh","is_ca":true},{"name":"Farah Tahsin","is_ca":true},{"name":"Kristen A. Morin","is_ca":true},{"name":"Tammy Linekar","is_ca":false},{"name":"Harry Jones","is_ca":false},{"name":"David C. Marsh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4845871003338163,"gpt":0.5700947660397373,"spread":0.085507665705921,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02056399,0.000589032,0.0007092495,0.001549083,0.009497036,0.002910751,0.001915254,0.001753512,0.004124391],"category_scores_gemma":[0.02634314,0.0005852467,0.0005086787,0.001138871,0.006252837,0.002876415,0.003586505,0.00251595,0.0004820364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006351808,"about_ca_system_score_gemma":0.008392663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007530655,"about_ca_topic_score_gemma":0.01394932,"domain_scores_codex":[0.9860007,0.01098658,0.0004019827,0.0006181804,0.0008452656,0.001147304],"domain_scores_gemma":[0.9707631,0.02161285,0.001704625,0.0005946854,0.003136086,0.002188556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005498961,0.0002269761,0.00383237,0.000314358,0.000005123046,0.00088003,0.9855951,0.00005055017,0.001519737,0.001060749,0.000629375,0.005830634],"study_design_scores_gemma":[0.00001332969,0.0001988921,0.001557565,0.0002303466,0.000005187368,0.0002351516,0.9895085,0.0001230167,0.0005794186,0.0002529349,0.007280142,0.00001549998],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791465,0.0004073152,0.007285234,0.003495352,0.0001182843,0.001824999,0.0004008402,0.00004475694,0.007276665],"genre_scores_gemma":[0.9827238,0.0006856046,0.007271285,0.001658851,0.00003045567,0.002566168,0.0001261075,0.00003732222,0.00490037],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02056399,"threshold_uncertainty_score":0.1087541,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4411307947","doi":"10.1177/29768357251343612","title":"Pain Management Strategies for Patients Receiving Extended-Release Buprenorphine for Opioid Use Disorder: A Scoping Review","year":2025,"lang":"en","type":"review","venue":"Substance Use Research and Treatment","topic":"Opioid Use Disorder 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":"AIDS Vancouver; Response Biomedical (Canada); Provincial Health Services Authority; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Buprenorphine; Medicine; CINAHL; Opioid use disorder; MEDLINE; PsycINFO; Analgesic; Adverse effect; Opioid; Chronic pain; Methadone; Anesthesia; Intensive care medicine; Physical therapy; Psychiatry; Internal medicine; Psychological intervention","authors":[{"name":"Pouya Azar","is_ca":true},{"name":"Jane J. Kim","is_ca":true},{"name":"Farbod Azarmju","is_ca":true},{"name":"Koviya Sirohi","is_ca":true},{"name":"Jessica Monteiro Machado","is_ca":true},{"name":"Anthony Lau","is_ca":true},{"name":"Jacky T.P. Siu","is_ca":true},{"name":"Martha J. Ignaszewski","is_ca":true},{"name":"Julio Montaner","is_ca":true},{"name":"Michael Krausz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09883953118417893,"gpt":0.4131194354015101,"spread":0.3142799042173312,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005908055,0.001321155,0.003647263,0.0103634,0.0007492343,0.002698896,0.001565117,0.002086953,0.003762029],"category_scores_gemma":[0.02226278,0.0007066196,0.004573361,0.009221634,0.0006583124,0.002144533,0.001215666,0.001022529,0.0004440313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002475341,"about_ca_system_score_gemma":0.009074591,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005539505,"about_ca_topic_score_gemma":0.01257554,"domain_scores_codex":[0.9961733,0.0009928379,0.001693561,0.0002118894,0.0008162837,0.0001121674],"domain_scores_gemma":[0.9841446,0.01138988,0.002794047,0.0001238187,0.001433766,0.0001139097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00009911697,0.00004502041,0.0006428027,0.8076564,0.001409995,0.000175648,0.0004612097,0.0001785196,0.0002139367,0.0005169433,0.003371269,0.1852291],"study_design_scores_gemma":[0.00004663269,0.0001134308,0.001753223,0.9599062,0.006158515,0.00041171,0.0003907897,0.00007227842,0.0001115571,0.000229804,0.03078686,0.00001902944],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004954193,0.9982758,0.0001031848,0.0002819061,0.0001093039,0.0001877803,0.00009133353,0.000004313963,0.0004510612],"genre_scores_gemma":[0.002742359,0.9962595,0.0003579037,0.0002130524,0.00005716858,0.0001818174,0.00008230704,0.000001749991,0.0001041386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0103634,"threshold_uncertainty_score":0.03124517,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4402409175","doi":"10.1177/29768357241280579","title":"The Patient Perspective of an Inpatient Addiction Medicine Unit Implemented in an Urban Northern Acute Care Hospital in Ontario, Canada","year":2024,"lang":"en","type":"article","venue":"Substance Use Research and Treatment","topic":"HIV, Drug Use, Sexual Risk","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Laurentian University; Nipissing University; NOSM University; Health Sciences North; Science North","funders":"Northern Ontario Academic Medicine Association","keywords":"Psychosocial; Harm reduction; Unit (ring theory); Harm; Psychological intervention; Addiction; Medicine; Qualitative research; Nursing; Perspective (graphical); Psychology; Psychiatry; Social psychology; Public health","authors":[{"name":"Kristen A. Morin","is_ca":true},{"name":"Adele Bodson","is_ca":true},{"name":"Karla Ghartey","is_ca":true},{"name":"Krysten Patrick","is_ca":true},{"name":"Shannon Knowlan","is_ca":true},{"name":"David C. Marsh","is_ca":true},{"name":"Natalie Aubin","is_ca":true},{"name":"Tara Leary","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05807870833823502,"gpt":0.371984104493828,"spread":0.3139053961555929,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008339699,0.0003459278,0.0004367913,0.0004104078,0.01797034,0.003377715,0.001325544,0.001430926,0.006365618],"category_scores_gemma":[0.002093737,0.0004446509,0.0003455131,0.001273913,0.003759453,0.0008836995,0.002419627,0.002552608,0.0003487813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06539408,"about_ca_system_score_gemma":0.0702478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9069809,"about_ca_topic_score_gemma":0.9785666,"domain_scores_codex":[0.9978333,0.0005347828,0.00007506597,0.0001237884,0.000307517,0.001125589],"domain_scores_gemma":[0.9948398,0.0003997338,0.0004535668,0.00004088518,0.0008084793,0.003457401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0006482975,0.0007650132,0.2033548,0.001031623,0.0001101719,0.036067,0.6770353,0.0008899815,0.004383137,0.004284413,0.04262595,0.02880439],"study_design_scores_gemma":[0.00003576464,0.0004256979,0.09886513,0.0004308654,0.00002717213,0.001965781,0.8609606,0.0003600047,0.0002380285,0.0002161781,0.03639597,0.00007883501],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696034,0.00115251,0.0002327988,0.01566536,0.0001770893,0.0001512072,0.000286234,0.0000171559,0.01271435],"genre_scores_gemma":[0.9864916,0.001147333,0.0004102736,0.005430761,0.00005992167,0.0000460173,0.000102768,0.00001705586,0.006294085],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09301913,"threshold_uncertainty_score":0.4744695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}