{"id":"W1155939571","doi":"10.1177/070674371506000609","title":"Psychotherapy in Contemporary Psychiatric Practice","year":2015,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Department of Psychiatry, Faculty of Medicine, University of British Columbia","keywords":"Psychiatry; Psychodynamic psychotherapy; Mental health; Population; Psychodynamics; Psychotherapist; Psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00189682,0.0001825001,0.0002476698,0.0005070957,0.0001481471,0.00007584874,0.0008347335,0.0001410018,0.0003474285],"category_scores_gemma":[0.00002241411,0.0001355808,0.0001443575,0.0008504432,0.0001514999,0.0001997428,0.000002659578,0.0007000901,0.0001046295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237591,"about_ca_system_score_gemma":0.004785175,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01849168,"about_ca_topic_score_gemma":0.1518205,"domain_scores_codex":[0.9981449,0.000327131,0.0007127552,0.0001933687,0.0002449478,0.0003768954],"domain_scores_gemma":[0.9978991,0.00008897252,0.0005761064,0.0006071893,0.0002336348,0.0005949553],"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":[0.0003117703,0.0002173661,0.04744305,0.000002594665,0.000100976,0.00003361696,0.00347585,0.00001219093,0.000002905258,0.3369659,0.6089945,0.002439364],"study_design_scores_gemma":[0.002264544,0.0004585425,0.01524982,0.00003628716,0.00002536412,0.0007515879,0.003005199,0.000004427379,0.000001370754,0.2654957,0.7124815,0.0002256204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04040762,0.0630467,0.003526884,0.4830007,0.01536549,0.001144494,0.00003909124,0.00006936883,0.3933997],"genre_scores_gemma":[0.944858,0.0002216053,0.02962986,0.0217996,0.002001835,0.00006086906,0.000003215367,0.00009396535,0.001331086],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9044504,"threshold_uncertainty_score":0.9880443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06377833068241887,"score_gpt":0.3658664321175761,"score_spread":0.3020881014351573,"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."}}