{"id":"W2614311497","doi":"10.1177/0706743717704762","title":"Contemporary Psychiatry, Psychoanalysis, and Psychotherapy","year":2017,"lang":"en","type":"editorial","venue":"The Canadian Journal of Psychiatry","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Psychotherapist; Psychoanalysis; Psychology; Psychoanalytic Therapy; Psychiatry; Psychoanalytic theory","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001882084,0.0007271725,0.001082247,0.0007960431,0.001415712,0.0006264637,0.003109101,0.001468889,0.001052504],"category_scores_gemma":[0.00003624523,0.0005419945,0.0007283029,0.0003139023,0.0008682664,0.0001774066,0.000009940932,0.002938269,0.00007956699],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103369,"about_ca_system_score_gemma":0.009223864,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01954099,"about_ca_topic_score_gemma":0.3142338,"domain_scores_codex":[0.996091,0.0003439445,0.001423874,0.0006842253,0.000709011,0.0007479618],"domain_scores_gemma":[0.9927488,0.0002273964,0.002977129,0.002564387,0.0005132155,0.0009690678],"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":[0.0001663021,0.00009280264,0.002103765,0.0000285508,0.001129489,0.00001753283,0.0004334884,2.244353e-7,0.00000141716,0.02165411,0.9717252,0.002647168],"study_design_scores_gemma":[0.001149125,0.0003219648,0.0009820221,0.0003212274,0.0002648571,0.0001848357,0.0001369373,6.752208e-7,2.428984e-7,0.1203577,0.8757836,0.0004967568],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0001055135,0.07832737,0.0004553309,0.04222161,0.8389783,0.0005694673,0.0004671198,0.00004014714,0.03883517],"genre_scores_gemma":[0.002374552,0.005832412,0.005865489,0.002369718,0.9718807,0.00009419994,0.00008478843,0.000340129,0.01115804],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2946929,"threshold_uncertainty_score":0.9998843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02098414105006045,"score_gpt":0.3330670813612646,"score_spread":0.3120829403112041,"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."}}