{"id":"W2138947869","doi":"10.3724/sp.j.1263.2011.00015","title":"Gender differences in the etiology of heart failure: A systematic review","year":2011,"lang":"en","type":"review","venue":"Journal of Geriatric Cardiology","topic":"Heart Failure Treatment and Management","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Etiology; Heart failure; Population; Observational study; Internal medicine; Prospective cohort study; Diabetes mellitus; Disease; Cardiology; Endocrinology","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":[0.002696553,0.0003306415,0.008056662,0.0005316433,0.00001893271,0.000004691122,0.0003275108,0.0003041119,0.0000772848],"category_scores_gemma":[0.0004156685,0.0001498256,0.001759513,0.0004766336,0.00008076194,0.0000282409,0.00005722969,0.0005560153,0.00002741032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008944547,"about_ca_system_score_gemma":0.000375962,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008087,"about_ca_topic_score_gemma":0.000001951309,"domain_scores_codex":[0.9950423,0.002118032,0.002139453,0.0001939707,0.0002446654,0.0002615962],"domain_scores_gemma":[0.9971528,0.0005879333,0.001540256,0.0004978387,0.0001514702,0.00006971644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002107158,0.00008874739,0.0001869285,0.953124,0.002241142,0.0003446784,0.000097028,2.828295e-8,1.496649e-7,0.0001971704,0.03991896,0.003780059],"study_design_scores_gemma":[0.0005259615,0.0007482533,0.0002571401,0.1707294,0.02372668,0.01172863,0.00008604246,5.558178e-8,2.259655e-8,0.00004265301,0.7920068,0.0001483453],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001295891,0.9962974,0.00003446036,0.0007126754,0.0003262713,0.002241123,0.000003806896,0.000004214994,0.0003671498],"genre_scores_gemma":[0.0003750905,0.9984375,0.0004072984,0.000215722,0.000370438,0.0001127699,0.000007965041,0.00001745461,0.00005573106],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7823946,"threshold_uncertainty_score":0.610971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07383359078174398,"score_gpt":0.3294048929471974,"score_spread":0.2555713021654534,"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."}}