{"id":"W2765105762","doi":"10.2106/jbjs.17.00069","title":"Mortality by Timing of Hip Fracture Surgery","year":2017,"lang":"en","type":"review","venue":"Journal of Bone and Joint Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Observational study; Association (psychology); Construct (python library); Intensive care medicine; Psychology; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0014044,0.0003025497,0.0003484376,0.002651803,0.0003045747,0.0008235878,0.0007211108,0.0005206044,0.005929118],"category_scores_gemma":[0.01638347,0.0002540401,0.001179192,0.002141353,0.0005263083,0.001175107,0.0006832842,0.0006310016,0.000480097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000991163,"about_ca_system_score_gemma":0.0005466393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008149081,"about_ca_topic_score_gemma":0.008228666,"domain_scores_codex":[0.9988979,0.000468196,0.0001087688,0.0002436358,0.000142687,0.0001389141],"domain_scores_gemma":[0.9822454,0.01194935,0.004208614,0.0006146267,0.0006236199,0.0003583025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003631739,0.00004857526,0.9280806,0.0002408957,0.0004066493,0.0002812354,0.0003217407,0.01629404,0.0009548057,0.01523551,0.0008754915,0.03689738],"study_design_scores_gemma":[0.00003026787,0.0001910636,0.9310615,0.0001805753,0.0003549974,0.001098135,0.0004359199,0.0271262,0.0007830578,0.03452441,0.004148084,0.00006576787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9267939,0.004486899,0.04472139,0.001853849,0.00007813098,0.000133953,0.007045748,0.0002604992,0.01462563],"genre_scores_gemma":[0.9915468,0.001505444,0.004601947,0.00004860041,0.0000328131,0.00003912086,0.001424332,0.0000238413,0.0007770372],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.008149081,"threshold_uncertainty_score":0.01983488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2314194894750469,"score_gpt":0.3965798980275067,"score_spread":0.1651604085524598,"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."}}