{"id":"W4220780749","doi":"10.1503/cjs.017520","title":"Association of length of hospital stay with delay to surgical fixation of hip fracture","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Medicine; Statistical significance; Fixation (population genetics); Hip fracture; Dynamic hip screw; Surgery; Retrospective cohort study; Internal fixation; Population; Osteoporosis; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0005702268,0.0001843497,0.0002180486,0.0007806348,0.0003437336,0.0005031329,0.0004630642,0.000429016,0.002163035],"category_scores_gemma":[0.004762571,0.0001743068,0.0004277721,0.000909104,0.0003299781,0.0003959038,0.0003619132,0.0007325023,0.0001244849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001114634,"about_ca_system_score_gemma":0.001166586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03438057,"about_ca_topic_score_gemma":0.03429941,"domain_scores_codex":[0.9993937,0.00008570829,0.00009769559,0.0001173405,0.0001309403,0.0001745969],"domain_scores_gemma":[0.9927828,0.001355409,0.004029624,0.00021714,0.0005963306,0.001018527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000615872,0.00001123271,0.9995456,0.000002989301,0.00001763692,0.00002117034,0.0000125438,0.00001999713,0.00004529369,0.000002446446,0.00004112252,0.0002184176],"study_design_scores_gemma":[0.000002614601,0.00004486595,0.9996223,0.00000282907,0.000007491191,0.0001110467,0.00006237371,0.00007533334,0.00002570736,0.000003722671,0.000039445,0.000002256685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992539,0.0001495498,0.00004035787,0.00006009011,0.000007212426,0.000003753498,0.0002815828,0.000002761602,0.0002005844],"genre_scores_gemma":[0.9996665,0.00003683467,0.00003357185,0.00001324211,0.000009191742,0.00000309856,0.0001941911,9.593921e-7,0.00004248593],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03438057,"threshold_uncertainty_score":0.06836087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01048238889525547,"score_gpt":0.2214055393923496,"score_spread":0.2109231504970941,"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."}}