{"id":"W3111515921","doi":"10.1089/act.2020.29302.zse","title":"Preventing Recurrent Depression with Mindfulness-Based Cognitive Therapy","year":2020,"lang":"en","type":"article","venue":"Alternative and Complementary Therapies","topic":"Mindfulness and Compassion Interventions","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"The Scarborough Hospital","funders":"","keywords":"Mindfulness; Depression (economics); Mood; Download; Psychotherapist; Cognition; Psychology; Mood disorders; Clinical psychology; Medicine; Psychiatry; Anxiety; World Wide Web; Computer science","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":[0.0001844698,0.000211945,0.0002999982,0.0002716336,0.000159464,0.0001476327,0.0002780588,0.0002595544,0.001221017],"category_scores_gemma":[0.000536192,0.00007050407,0.0003702593,0.0001370783,0.0001246535,0.0001652948,0.00022595,0.0005894694,0.0001057282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001668848,"about_ca_system_score_gemma":0.0002793313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001826253,"about_ca_topic_score_gemma":0.003696876,"domain_scores_codex":[0.9999064,0.00002074504,0.000007653255,0.00001054819,0.00003788258,0.00001678179],"domain_scores_gemma":[0.9999272,0.00003449929,0.00001340405,0.000004722733,0.000007478669,0.00001276841],"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":[0.002464318,0.01053887,0.005388004,0.0006922752,0.0002736204,0.0001862596,0.0003139133,0.0007900326,0.01676285,0.0003974741,0.001637327,0.9605551],"study_design_scores_gemma":[0.02179413,0.09054684,0.7760705,0.002322516,0.00276751,0.00740588,0.002041083,0.03441669,0.03140745,0.009894445,0.02117932,0.0001536547],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701108,0.008913641,0.009969109,0.001348661,0.0002286655,0.0007764245,0.00004882956,0.000217266,0.008386621],"genre_scores_gemma":[0.9828536,0.00427252,0.009712102,0.00062903,0.0001415352,0.000217871,0.00004249171,0.000007793044,0.00212303],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001826253,"threshold_uncertainty_score":0.004084766,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07579567022510778,"score_gpt":0.3542082604897168,"score_spread":0.278412590264609,"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."}}