{"id":"W4205555140","doi":"10.1177/07067437211040958","title":"Psychotherapy in Psychiatry","year":2021,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; McMaster University","funders":"","keywords":"Psychotherapist; Psychology; Psychiatry; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002572982,0.0005679476,0.0006189242,0.002655115,0.00496756,0.004293167,0.00115922,0.003871275,0.01998703],"category_scores_gemma":[0.004785383,0.0002917086,0.0002816662,0.002704232,0.007055195,0.002298684,0.003263392,0.006113303,0.005410591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00895424,"about_ca_system_score_gemma":0.0191799,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06121021,"about_ca_topic_score_gemma":0.1901571,"domain_scores_codex":[0.9983478,0.0006400399,0.00007879523,0.0001270318,0.0005635206,0.000242862],"domain_scores_gemma":[0.997344,0.0006646901,0.0001310591,0.0001345151,0.0006301688,0.001095749],"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":[0.00002376446,0.00006378724,0.0006163343,0.0005845136,0.000008268181,0.0003009281,0.003145973,0.00008845868,0.0002079926,0.117936,0.6046286,0.2723954],"study_design_scores_gemma":[0.000008893265,0.00001704847,0.002444182,0.0007480065,0.000005260219,0.0006640015,0.001335751,0.00003259138,0.00002761375,0.01545882,0.9792493,0.000008408635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001734672,0.4471035,0.00116555,0.2369198,0.02749412,0.00006422638,0.00009945178,0.00009176941,0.2853269],"genre_scores_gemma":[0.08452573,0.4416222,0.003810711,0.1001574,0.031619,0.0002475285,0.0001819331,0.0001232023,0.3377123],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.06121021,"threshold_uncertainty_score":0.1217079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01848537592262061,"score_gpt":0.3146113952243583,"score_spread":0.2961260193017377,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}