{"id":"W2953402588","doi":"","title":"Incremental Theories of Depression Predict Greater Endorsement of Psychotherapies","year":2017,"lang":"en","type":"article","venue":"MacEwan University Student Research Proceedings","topic":"Mental Health Research Topics","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"MacEwan University","funders":"","keywords":"Psychology; Depression (economics); Psychotherapist; Psychoanalysis; Cognitive psychology; Economics; Keynesian economics","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":[0.003741954,0.0004230796,0.0004630386,0.001546798,0.0008440771,0.002530004,0.0007802726,0.001725044,0.007041202],"category_scores_gemma":[0.04138063,0.0004820851,0.0009237583,0.0007056507,0.0007523527,0.00129155,0.001065983,0.003276606,0.000522681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001212999,"about_ca_system_score_gemma":0.001507272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003893687,"about_ca_topic_score_gemma":0.01034883,"domain_scores_codex":[0.9979829,0.0006694228,0.0002162499,0.0002087657,0.0007096684,0.0002130163],"domain_scores_gemma":[0.949216,0.0251166,0.01340968,0.003484997,0.005214097,0.003558612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003704375,0.0009886636,0.983934,0.00005139389,0.0001885223,0.00005505175,0.0004963217,0.0001630276,0.0003202019,0.0005403349,0.000240838,0.01265136],"study_design_scores_gemma":[0.00007175667,0.000375801,0.9941635,0.00006971882,0.000238171,0.0002232407,0.001124535,0.001483158,0.0003589812,0.001365089,0.0005116326,0.00001447149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934689,0.0004453879,0.0002349734,0.001026089,0.00005079022,0.00006035504,0.0001267935,0.00000672964,0.004579984],"genre_scores_gemma":[0.9979231,0.0003674763,0.0007092967,0.0001711363,0.00003900706,0.00002615413,0.0001678503,0.000003865804,0.000592143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007041202,"threshold_uncertainty_score":0.02355522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638361657786118,"score_gpt":0.4801433624306173,"score_spread":0.3163071966520055,"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."}}