{"id":"W2899326790","doi":"10.1037/cap0000161","title":"Psychologists and psychotherapists’ practices of psychotherapy in Quebec: What differences exist?","year":2018,"lang":"en","type":"article","venue":"Canadian Psychology/Psychologie canadienne","topic":"Psychotherapy Techniques and Applications","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Psychotherapist; Integrative psychotherapy; Psychoanalysis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001394107,0.0008315622,0.001013112,0.001837885,0.0002902931,0.0002032621,0.001752869,0.001065447,0.003786172],"category_scores_gemma":[0.00007638326,0.0008322636,0.0001968125,0.00195192,0.002619552,0.0006545167,0.00002136499,0.0008752789,0.0002000582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002929326,"about_ca_system_score_gemma":0.0003128887,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4501513,"about_ca_topic_score_gemma":0.9457656,"domain_scores_codex":[0.9932992,0.0005342027,0.001376819,0.002321793,0.0002439485,0.002224061],"domain_scores_gemma":[0.9944155,0.0002879586,0.001172264,0.002641034,0.0002748791,0.001208374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00186567,0.001624885,0.1242309,0.00005694013,0.0005846047,0.0003233847,0.01557697,2.965132e-7,0.00508397,0.1277103,0.1105694,0.6123726],"study_design_scores_gemma":[0.003958825,0.00168546,0.6287587,0.0002429153,0.00003520765,0.0003091273,0.003166166,0.000005368927,0.00006281943,0.06391972,0.2965934,0.001262324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8661095,0.008588777,0.000476918,0.02138647,0.004890076,0.001648269,0.0001581393,0.0002674745,0.0964743],"genre_scores_gemma":[0.9679651,0.008294915,0.002376701,0.0163679,0.0005168086,0.0007339562,0.00003623959,0.0001622294,0.003546209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6111103,"threshold_uncertainty_score":0.9994128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0823196724495123,"score_gpt":0.4070987066097984,"score_spread":0.3247790341602861,"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."}}