{"id":"W4400974432","doi":"10.2106/jbjs.23.01459","title":"Myocardial Injury in Patients with Hip Fracture","year":2024,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Health Sciences Centre; University of Toronto; Lawson Health Research Institute; Sunnybrook Health Science Centre; University of Ottawa; Ottawa Hospital; Impact; McMaster University; Université de Montréal; Population Health Research Institute","funders":"McMaster University","keywords":"Hip fracture; Medicine; Internal medicine; Osteoporosis","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005153677,0.00009562795,0.0005428448,0.0004875061,0.00001696718,0.00002774891,0.000006218211,0.00007625412,0.00006738384],"category_scores_gemma":[0.0001102453,0.00005632668,0.0001690455,0.0001438277,0.00002856774,0.0001473874,0.000007815464,0.0004232424,0.000004322362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002702751,"about_ca_system_score_gemma":0.000149425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007616045,"about_ca_topic_score_gemma":6.935402e-7,"domain_scores_codex":[0.9990217,0.00002785541,0.0004608419,0.00008620978,0.0002729777,0.0001304323],"domain_scores_gemma":[0.9995067,0.0001086136,0.0001267217,0.00006666627,0.00007160447,0.0001196571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00146653,0.0001799418,0.8986281,0.0002182881,0.0001764323,0.001513661,0.000489705,0.00000397872,0.0002058299,0.000006801262,0.06364933,0.0334614],"study_design_scores_gemma":[0.0004952649,0.000270821,0.9628615,0.0008564283,0.00007554225,0.0001635107,0.00003527177,0.00000408814,0.0001762301,0.00007744258,0.03490788,0.00007595997],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951703,0.002105266,0.00003789439,0.00204673,0.0003587395,0.00005773552,0.000002766888,0.000008304209,0.0002122729],"genre_scores_gemma":[0.9979671,0.0002495304,0.00006078969,0.001203912,0.0004405389,5.729086e-7,0.000003546798,0.00001366114,0.00006032329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06423347,"threshold_uncertainty_score":0.2296935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008824988223355767,"score_gpt":0.230112624745633,"score_spread":0.2212876365222772,"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."}}