{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000795796,0.0000773594,0.000444618,0.0004578327,0.00004235191,0.000003693663,0.00006459513,0.00006495598,0.0006800634],"category_scores_gemma":[0.0004092096,0.00006250475,0.0001520957,0.000309459,0.00002999588,0.00006893802,0.000005265675,0.0002855184,3.719329e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002609561,"about_ca_system_score_gemma":0.001636724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001696553,"about_ca_topic_score_gemma":0.0009752368,"domain_scores_codex":[0.9987174,0.00008158985,0.0004950596,0.00006831384,0.0004696195,0.0001680307],"domain_scores_gemma":[0.9979979,0.0003312982,0.0007750722,0.0001008722,0.0004598136,0.0003350013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003479787,0.00009019833,0.9644127,0.00005461889,0.0002772373,0.0004322526,0.002115937,0.0007307521,0.0001917558,0.00001728964,0.02941535,0.001913921],"study_design_scores_gemma":[0.00120204,0.001501761,0.8957097,0.0002600797,0.000276573,0.0002316849,0.00179119,0.00001517747,0.00445806,0.00004706597,0.09432819,0.0001784855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960483,0.0003390991,0.00004476081,0.002912009,0.0002744206,0.0000883797,0.00006804121,0.0000014898,0.0002235318],"genre_scores_gemma":[0.9993775,0.00001398821,0.00007794453,0.0002083298,0.0001253867,0.000001315771,0.00001636095,0.00001193471,0.0001671956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06870302,"threshold_uncertainty_score":0.7446218,"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."}}