{"id":"W4400497886","doi":"10.1186/s12877-024-05183-y","title":"“Multidisciplinary fast-track” care can significantly reduce risk of mortality among hip fracture patients at least 80 years old: a single-center retrospective study","year":2024,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Medicine; Multidisciplinary approach; Fast track; Hip fracture; Retrospective cohort study; Rehabilitation; Track (disk drive); Physical therapy; Single Center; Center (category theory); Emergency medicine; Physical medicine and rehabilitation; Surgery; Internal medicine; Osteoporosis","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":[0.001168879,0.0002855887,0.0005466111,0.001022387,0.0005429167,0.000659973,0.0005007056,0.0005279998,0.001057646],"category_scores_gemma":[0.003566279,0.0003842397,0.001002894,0.00138764,0.000325207,0.0004711139,0.0006086152,0.0005173777,0.0001207231],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004512201,"about_ca_system_score_gemma":0.0006291332,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005906638,"about_ca_topic_score_gemma":0.007456125,"domain_scores_codex":[0.9988921,0.0002925091,0.0001782777,0.0002745158,0.000211465,0.0001511275],"domain_scores_gemma":[0.9966618,0.000537298,0.001790365,0.0002628625,0.0003405914,0.0004070835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008201026,0.0000225173,0.9993293,0.000009684051,0.00007858904,0.00003253487,0.00002327458,0.00001058729,0.00002470462,0.000004155136,0.00003983322,0.0003429752],"study_design_scores_gemma":[0.00002336553,0.0001818544,0.9988942,0.00001478216,0.0001189529,0.0003348492,0.0001725852,0.0001186025,0.00003100387,0.00001291416,0.00009178629,0.000005089816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991642,0.0003732238,0.00008912856,0.00002693102,0.000006842263,0.00001259016,0.0002020612,0.000001973974,0.0001229813],"genre_scores_gemma":[0.999486,0.0001265626,0.00007514076,0.00002360126,0.00001299754,0.00001147274,0.0002384762,0.000001026833,0.00002480189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005906638,"threshold_uncertainty_score":0.0117445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01803755190641431,"score_gpt":0.2822260415532376,"score_spread":0.2641884896468233,"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."}}