{"id":"W3186758164","doi":"10.3389/fpsyt.2021.667592","title":"Cognitive Behavior Therapy for Depression From an Evolutionary Perspective","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychiatry","topic":"Mental Health Research Topics","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Rumination; Cognition; Anxiety; Evolutionary medicine; Psychology; Distress; Perspective (graphical); Depression (economics); Disease; Mania; Schizophrenia (object-oriented programming); Psychiatry; Clinical psychology; Medicine; Bipolar disorder","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.000667124,0.0001956693,0.0002016078,0.0002911568,0.000401179,0.0005657497,0.0003916992,0.0007790464,0.002119971],"category_scores_gemma":[0.001027011,0.0000432832,0.0002506939,0.0002195699,0.0007783526,0.0004603401,0.0005837991,0.001808638,0.0002447893],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138545,"about_ca_system_score_gemma":0.001348314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002046746,"about_ca_topic_score_gemma":0.005183805,"domain_scores_codex":[0.9998114,0.00009916937,0.000007602619,0.00001789328,0.00003517545,0.00002881695],"domain_scores_gemma":[0.9998494,0.00008540151,0.00001746282,0.000005992639,0.00001524064,0.00002641853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002545269,0.001350101,0.0045073,0.001185934,0.0001358677,0.0009246145,0.002507637,0.0008846804,0.001854852,0.1187303,0.02544418,0.8422201],"study_design_scores_gemma":[0.001135829,0.003397392,0.05415647,0.006985863,0.0004461022,0.009045397,0.004895261,0.004074359,0.001876234,0.3063707,0.6075284,0.00008785211],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1024232,0.3792777,0.01249077,0.3285513,0.002829528,0.0003089811,0.0001415523,0.0001392941,0.1738378],"genre_scores_gemma":[0.7073421,0.1952062,0.02367773,0.05105341,0.0021389,0.0004773145,0.0001034786,0.00002899517,0.0199719],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.002119971,"threshold_uncertainty_score":0.008260727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04337543944995093,"score_gpt":0.4408233776282171,"score_spread":0.3974479381782662,"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."}}