{"id":"W4242718112","doi":"10.22374/cjgim.v9i2.40","title":"Peri-operative Cardiovascular Risk and the General Internist","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of General Internal Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Risk assessment; Asymptomatic; Perioperative; Intensive care medicine; Risk management; Risk factor; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003257519,0.0001259242,0.000346325,0.0005502696,0.0007348803,0.00227373,0.00062609,0.001617461,0.003280438],"category_scores_gemma":[0.01762855,0.0001024169,0.0001956335,0.0005601913,0.001025083,0.0009446856,0.00127854,0.003364641,0.000328233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002957574,"about_ca_system_score_gemma":0.005679782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01981808,"about_ca_topic_score_gemma":0.04826051,"domain_scores_codex":[0.9984675,0.0005929001,0.0001459464,0.0001051817,0.000557252,0.0001311781],"domain_scores_gemma":[0.987542,0.005700397,0.001404461,0.0002677818,0.002052737,0.003032641],"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":[0.0001497234,0.00009846471,0.06376001,0.001499394,0.0000817848,0.001004073,0.003298438,0.0002932504,0.0001788488,0.01242741,0.4915943,0.4256143],"study_design_scores_gemma":[0.00006884332,0.0004190564,0.205176,0.01133156,0.0002028151,0.004725064,0.01175672,0.0003904914,0.000217008,0.0135884,0.7520201,0.0001039505],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01676281,0.1228164,0.0002958133,0.8396427,0.004536691,0.00001209373,0.00011457,0.00002208802,0.01579682],"genre_scores_gemma":[0.4549024,0.3206001,0.00285745,0.1851726,0.02496282,0.00004429328,0.0002566503,0.00003317258,0.01117063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01981808,"threshold_uncertainty_score":0.03940541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01028444779310205,"score_gpt":0.2532834038903733,"score_spread":0.2429989560972713,"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."}}