{"id":"W2948277477","doi":"","title":"Implicit theories of depression and depression severity influence endorsement of lifestyle changes and therapies for depression","year":2017,"lang":"en","type":"article","venue":"Student Research Proceedings","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"MacEwan University","funders":"","keywords":"Mindset; Depression (economics); Psychology; Clinical psychology; Psychotherapist; Psychiatry","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":[0.002418764,0.0002135035,0.0003076885,0.0004801883,0.0006365633,0.001909668,0.0004135128,0.0006672169,0.006978395],"category_scores_gemma":[0.03206823,0.0004242822,0.0004513803,0.0003364407,0.0005237852,0.0007011911,0.0008861868,0.00200113,0.0004373476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004819673,"about_ca_system_score_gemma":0.000940093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004978657,"about_ca_topic_score_gemma":0.01186865,"domain_scores_codex":[0.9984685,0.0006987693,0.0001225318,0.0001327419,0.0004614946,0.0001160165],"domain_scores_gemma":[0.9788452,0.01133724,0.005633243,0.0008542142,0.001104434,0.002225614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001245113,0.0005560315,0.985983,0.0000273305,0.00006522258,0.00002930625,0.001418054,0.00007276687,0.0002147563,0.0001450487,0.0003162881,0.01104771],"study_design_scores_gemma":[0.00001782488,0.0001971365,0.9961851,0.00005314451,0.00005857224,0.0000979275,0.001859916,0.0006926177,0.0001257642,0.0002422236,0.0004609298,0.000008875411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976944,0.0001478719,0.0000736687,0.0004481385,0.00001174121,0.00001367721,0.00003311395,0.000002892057,0.00157438],"genre_scores_gemma":[0.998077,0.0003294871,0.000293998,0.00008426222,0.00001332996,0.00001214362,0.00007651717,0.000003580466,0.001109588],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006978395,"threshold_uncertainty_score":0.02334505,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1213372959237573,"score_gpt":0.5165394692415819,"score_spread":0.3952021733178245,"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."}}