{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001480815,0.0001348992,0.0002643967,0.0001569497,0.0007268334,0.00008643608,0.0004142497,0.0001241219,0.00004241657],"category_scores_gemma":[0.0003031509,0.0001011761,0.0000437728,0.00006403481,0.0005038041,0.0002643071,0.0006591929,0.0002337168,9.103856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001856937,"about_ca_system_score_gemma":0.0000204152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009279259,"about_ca_topic_score_gemma":0.00009939254,"domain_scores_codex":[0.9983879,0.00005484922,0.0003030424,0.0003980124,0.000442116,0.0004140335],"domain_scores_gemma":[0.9984683,0.0001510743,0.0002905321,0.0002776111,0.0006648909,0.0001475426],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004056995,0.0002519008,0.9039024,0.0003463543,0.00002973074,6.274299e-7,0.006610352,1.763598e-8,0.02802871,0.002528533,0.0004665243,0.05742919],"study_design_scores_gemma":[0.001014835,0.000613546,0.9684592,0.0005785806,0.00001831132,0.000003924838,0.004851514,0.000003963557,0.02162623,0.002037737,0.0006999803,0.00009217156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949226,0.00222994,0.00001294031,0.0002320935,0.00009694124,0.001160819,0.00003411946,0.00001614826,0.001294376],"genre_scores_gemma":[0.9982471,0.000541371,0.0001695813,0.00001614526,0.00006735804,0.0005919326,0.000002240832,0.00001493721,0.000349359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06455685,"threshold_uncertainty_score":0.5590289,"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."}}