{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001427324,0.0003552169,0.00047137,0.001220478,0.0002631299,0.000729341,0.0005330812,0.00054983,0.002055224],"category_scores_gemma":[0.006201632,0.0003027753,0.001752469,0.001236561,0.0002768085,0.0004783036,0.000734805,0.001020271,0.0001841296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007061192,"about_ca_system_score_gemma":0.0005520194,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01212717,"about_ca_topic_score_gemma":0.01124591,"domain_scores_codex":[0.9989648,0.0002997161,0.0001306377,0.0001890156,0.0001737785,0.000242082],"domain_scores_gemma":[0.9947681,0.001555844,0.002255433,0.0002455872,0.000353145,0.000821965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001979556,0.00001064167,0.9986828,0.000009440717,0.0001832778,0.00002555202,0.00001941574,0.00007722013,0.00006607515,0.000009441104,0.00005306513,0.0006650738],"study_design_scores_gemma":[0.000004997084,0.00005778338,0.9995116,0.000006484902,0.00004105588,0.00006463666,0.00004592172,0.0001947446,0.00001846843,0.00001868754,0.00003223963,0.000003298018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976948,0.001336588,0.0001057485,0.0001332788,0.00001383015,0.000004414272,0.0003833332,0.000006323382,0.0003217162],"genre_scores_gemma":[0.999379,0.0001252972,0.00003772409,0.00002325468,0.00002021778,0.000004646637,0.0002807412,0.000002647462,0.0001263843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01212717,"threshold_uncertainty_score":0.02411312,"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."}}