{"id":"W2383291001","doi":"10.1177/1090198116637601","title":"Activation and Self-Efficacy in a Randomized Trial of a Depression Self-Care Intervention","year":2016,"lang":"en","type":"article","venue":"Health Education & Behavior","topic":"Diabetes Management and Education","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital Maisonneuve-Rosemont; St Mary's Hospital Centre; McGill University","funders":"","keywords":"Randomized controlled trial; Intervention (counseling); Self-efficacy; Depression (economics); Self care; Medicine; Clinical psychology; Psychology; Psychiatry; Gerontology; Health care; Psychotherapist; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006708264,0.0001006996,0.0003655664,0.0003423651,0.00003963239,0.00001106992,0.00003733805,0.00006297853,0.00006416126],"category_scores_gemma":[0.0002262204,0.00007374021,0.0000810735,0.0001879685,0.0000241297,0.0001838242,0.00001707238,0.00006360456,0.000006390972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002791957,"about_ca_system_score_gemma":0.0004271212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001558385,"about_ca_topic_score_gemma":0.000008495407,"domain_scores_codex":[0.9986975,0.0002010133,0.0005546613,0.0002200563,0.0001729006,0.0001538397],"domain_scores_gemma":[0.9990765,0.0001367345,0.0003603803,0.0001943542,0.0001314139,0.0001006298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.06334661,0.01393746,0.0361185,0.0006836549,0.00002463276,1.417967e-7,0.006277357,5.970305e-8,0.0004539578,0.000240137,0.0006861598,0.8782313],"study_design_scores_gemma":[0.5304556,0.0005110991,0.4632524,0.001374012,0.0001930867,0.000001169911,0.001228328,0.00000851167,0.0009993649,0.00002574268,0.001844341,0.0001063117],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927365,0.0003158218,0.00006964693,0.002172208,0.0005962684,0.003856369,0.000001079628,0.0000594474,0.0001927056],"genre_scores_gemma":[0.9971945,0.0002644282,0.0009514054,0.0001323466,0.0001385539,0.001012696,0.00006308746,0.00001362423,0.0002293425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.878125,"threshold_uncertainty_score":0.3007039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313104030430412,"score_gpt":0.3737892762138637,"score_spread":0.3506582359095596,"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."}}