{"id":"W1764710211","doi":"10.1002/da.22030","title":"RECURRENCE RISK IN MAJOR DEPRESSION","year":2012,"lang":"en","type":"article","venue":"Depression and Anxiety","topic":"Treatment of Major Depression","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Conceptualization; Depression (economics); Citation; Psychiatry; Psychology; Library science; Medicine; Family medicine; Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003082611,0.0002044292,0.0002681796,0.0001174441,0.0001195208,0.00001688524,0.00006863828,0.0001794485,0.0001796345],"category_scores_gemma":[0.0001438223,0.0001410998,0.00006870117,0.000165669,0.00004882479,0.0002721588,0.0001400567,0.0003501665,0.00005525371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003627427,"about_ca_system_score_gemma":0.00001759483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006597656,"about_ca_topic_score_gemma":0.000007088417,"domain_scores_codex":[0.9986072,0.0001028215,0.0002428741,0.0003671034,0.000287083,0.0003928815],"domain_scores_gemma":[0.9990915,0.00006759867,0.0001031259,0.0003615461,0.00002490054,0.0003513345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001815385,0.0003018225,0.8195066,0.00003155243,0.000008095582,0.00000714409,0.0002179562,5.88707e-7,0.005038538,0.000009545049,0.001369175,0.1733274],"study_design_scores_gemma":[0.002874657,0.000039909,0.9594411,0.0004552235,0.00005813847,0.0001002212,0.00007223307,0.0001761942,0.01787431,0.0000472245,0.0186997,0.0001610798],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850252,0.008926418,0.0001046739,0.0001270681,0.000240523,0.0003444247,0.000009795087,0.00009012082,0.005131803],"genre_scores_gemma":[0.9945323,0.002874774,0.001730135,0.0001578914,0.0001507592,0.00004054038,0.00002503515,0.00002278853,0.0004657798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1731663,"threshold_uncertainty_score":0.5753883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01394313735219171,"score_gpt":0.2808021350591256,"score_spread":0.2668589977069339,"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."}}