{"id":"W6987787275","doi":"","title":"UNA REVISIÓN DE LOS FACTORES QUE CONTRIBUYEN A LA DEPRESIÓN EN LOS ÚLTIMOS AÑOS DE VIDA","year":2009,"lang":"es","type":"other","venue":"Hispana","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Office of the Chief Medical Examiner","funders":"","keywords":"Depression (economics); Coping (psychology); Physical illness; Affect (linguistics); Food intake; Weight loss; Scope (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":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.001846955,0.002531447,0.002989463,0.001524316,0.0003226864,0.0006283015,0.002555868,0.003373061,0.01336452],"category_scores_gemma":[0.002210338,0.002600331,0.001112046,0.001077829,0.0006289487,0.0003341773,0.0003989739,0.002461377,0.02287612],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003681447,"about_ca_system_score_gemma":0.002348006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004024338,"about_ca_topic_score_gemma":0.002146295,"domain_scores_codex":[0.987776,0.003626813,0.001490467,0.002295561,0.001544035,0.003267157],"domain_scores_gemma":[0.992237,0.001420091,0.001652497,0.002904317,0.0003437727,0.001442363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007089621,0.001040119,0.05316528,0.002629726,0.002167621,0.002327633,0.0008365781,0.0001234683,0.01092561,0.006503463,0.9104154,0.009156155],"study_design_scores_gemma":[0.003587066,0.000264646,0.09092966,0.01049159,0.001614249,0.0003037819,0.00005821007,0.0004523738,0.002446144,0.0008005751,0.8860976,0.002954166],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.03329504,0.09946077,0.005226531,0.001136967,0.0009628142,0.01325141,0.0233469,0.004511103,0.8188085],"genre_scores_gemma":[0.4896282,0.01395851,0.007062926,0.003741113,0.007889318,0.0008453772,0.001987827,0.01096494,0.4639218],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4563332,"threshold_uncertainty_score":0.99984,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008372860421980231,"score_gpt":0.2845811099770869,"score_spread":0.2762082495551066,"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."}}