{"id":"W2782604356","doi":"10.1097/md.0000000000006683","title":"Hospital mortality after hip fracture surgery in relation to length of stay by care delivery factors","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; Vancouver Coastal Health; University of Alberta; University of Manitoba; McGill University; University of Toronto; Dalhousie University; George & Fay Yee Centre for Healthcare Innovation; University of British Columbia","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Amgen; Stryker; Amgen Canada; AO Foundation; Eli Lilly and Company","keywords":"Medicine; Hip fracture; Emergency 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":[0.0002541034,0.0001788562,0.0005307139,0.0001645352,0.00005974252,0.000006917995,0.0001061521,0.0001681112,0.0003711776],"category_scores_gemma":[0.0008699822,0.0001228408,0.00007835429,0.00008163421,0.0001332957,0.0001256283,0.0000322166,0.0002834692,0.000007316706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007987688,"about_ca_system_score_gemma":0.00005812086,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123811,"about_ca_topic_score_gemma":0.0001856646,"domain_scores_codex":[0.998697,0.00003593431,0.0003696416,0.0002578645,0.0004193698,0.0002201984],"domain_scores_gemma":[0.9987851,0.0001248643,0.0001807156,0.0005994411,0.0001238552,0.0001860461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001407635,0.00006434224,0.978497,0.0001009326,0.00003833195,0.00006715115,0.006917076,0.000001555394,0.0005196979,0.000001512059,0.01161028,0.002041369],"study_design_scores_gemma":[0.0006952247,0.0002335796,0.9861857,0.0003496798,0.00008499817,0.000001052149,0.001337899,0.000003780483,0.001995891,0.00001429967,0.008979694,0.0001181647],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936634,0.001314885,0.00005901038,0.003456623,0.000444313,0.0003366643,0.00003285917,0.00002103222,0.0006711568],"genre_scores_gemma":[0.9985611,0.00006763113,0.00002218378,0.0007387394,0.0002542086,0.00001219431,0.0001532591,0.00001996341,0.0001707159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007688748,"threshold_uncertainty_score":0.5009304,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01828671788970304,"score_gpt":0.2952625407532813,"score_spread":0.2769758228635782,"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."}}