{"id":"W2537226288","doi":"10.1177/0706743716676753","title":"Book Review: Changing Behavior in DBT: Problem Solving in Action","year":2016,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Innovative Teaching and Learning Methods","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Psychology; Action (physics); Psychotherapist","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":[0.001414397,0.00152124,0.002809018,0.003136039,0.000671328,0.00229111,0.002195048,0.006134416,0.03190536],"category_scores_gemma":[0.008600751,0.0006196783,0.001207835,0.002944121,0.001267605,0.001932179,0.001044539,0.006632468,0.01897724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003079792,"about_ca_system_score_gemma":0.003415253,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007886826,"about_ca_topic_score_gemma":0.02661844,"domain_scores_codex":[0.9986557,0.0003079193,0.0001185618,0.0001470118,0.0006956938,0.00007503604],"domain_scores_gemma":[0.9931996,0.00374095,0.0003511898,0.0001172953,0.00198838,0.0006025493],"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":[0.000017024,0.00002184629,0.0000337954,0.0007860522,0.00001454805,0.00004439984,0.00000849462,0.00003874023,0.00003669516,0.000301154,0.957495,0.04120236],"study_design_scores_gemma":[0.00006946822,0.00006289143,0.0006478888,0.001512867,0.0000473184,0.0006274636,0.0000226644,0.00008353871,0.00007019526,0.0007544662,0.9960817,0.00001955152],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.000234077,0.6696423,0.001116945,0.09210365,0.21679,0.0001327339,0.0002905972,0.000144962,0.01954464],"genre_scores_gemma":[0.002624386,0.5810725,0.001634283,0.07421996,0.2200458,0.0003560165,0.0004039489,0.0001935534,0.1194495],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.03190536,"threshold_uncertainty_score":0.106734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03999629484647457,"score_gpt":0.3624835513373275,"score_spread":0.3224872564908529,"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."}}