{"id":"W2526538396","doi":"10.1016/j.cjca.2016.07.083","title":"GRACE RISK SCORE: SEX-BASED VALIDITY OF IN-HOSPITAL MORTALITY PREDICTION IN CANADIAN PATIENTS WITH ACUTE CORONARY SYNDROME","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Healthcare Systems and Public Health","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Public Health","funders":"","keywords":"Medicine; Acute coronary syndrome; Internal medicine; Framingham Risk Score; Myocardial infarction; Disease","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001678101,0.0001445406,0.0007971162,0.0007628532,0.00005056618,0.000004264748,0.0001188102,0.0002490065,0.00002752355],"category_scores_gemma":[0.0003697642,0.00009985689,0.0001011205,0.00028704,0.0001594092,0.0001190239,0.000003797408,0.0004188016,0.000002518846],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001680903,"about_ca_system_score_gemma":0.02173249,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7249095,"about_ca_topic_score_gemma":0.8549721,"domain_scores_codex":[0.9975798,0.0005653304,0.0007739968,0.0001939111,0.0002295627,0.0006573625],"domain_scores_gemma":[0.9969423,0.00009930415,0.0003467222,0.0002671214,0.0004092414,0.001935314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005986255,0.000009896254,0.9960305,0.000054604,0.0001049201,0.001440818,0.00009762914,0.00005031474,0.000001519922,0.00001966164,0.0007083476,0.001421944],"study_design_scores_gemma":[0.00243016,0.0025373,0.9897634,0.0003345736,0.00005133582,0.0004829962,0.00004680378,0.00000720045,0.000002354082,0.00003408049,0.00422086,0.00008897696],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954418,0.00006209483,0.0001459878,0.002051626,0.0007056688,0.0004871876,0.0007878544,0.000003176443,0.0003146334],"genre_scores_gemma":[0.9996169,0.00002555084,0.00003225985,0.0001236032,0.0001316584,0.000007289059,0.00002645968,0.00001728304,0.00001901163],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1300626,"threshold_uncertainty_score":0.9838134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01944018278801829,"score_gpt":0.2655891829500873,"score_spread":0.246149000162069,"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."}}