{"id":"W1965794339","doi":"10.1111/j.1525-1497.2005.00219.x","title":"Best practices for elderly hip fracture patients","year":2005,"lang":"en","type":"review","venue":"Journal of General Internal Medicine","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; University of Alberta; Capital District Health Authority","funders":"Canadian Institutes of Health Research; Alberta Heritage Foundation for Medical Research","keywords":"Medicine; Hip fracture; MEDLINE; Fracture (geology); Physical therapy; Surgery; Osteoporosis; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007423479,0.0006335039,0.003392573,0.0006723474,0.00006561919,0.00003645461,0.0004957761,0.0005775364,0.0006689124],"category_scores_gemma":[0.00247602,0.0003426984,0.001109733,0.0001818305,0.0001206708,0.0002342973,0.00004078669,0.001881542,0.00003609209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000285751,"about_ca_system_score_gemma":0.0004658147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001322354,"about_ca_topic_score_gemma":0.00001197791,"domain_scores_codex":[0.9959993,0.0001395464,0.002161371,0.0003245324,0.0009695393,0.0004057145],"domain_scores_gemma":[0.9912385,0.0005969927,0.006238175,0.0003330213,0.001050838,0.0005424774],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003777423,0.0003142864,0.00006144377,0.004083324,0.0009232141,0.0001719416,0.0001288687,8.29985e-7,0.000004155401,0.000005301249,0.153302,0.8406269],"study_design_scores_gemma":[0.002830186,0.007217628,0.00003627699,0.03726035,0.00639602,0.002044505,0.00003767795,0.000005235226,0.000006354111,0.0000233862,0.943885,0.0002574081],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001088314,0.9900528,0.0004941869,0.002717153,0.002682758,0.000802858,0.00002608877,0.00001167461,0.003103619],"genre_scores_gemma":[0.00009126282,0.9497318,0.00184965,0.002407284,0.02511325,0.00001775926,0.00009407539,0.0001029535,0.02059193],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8403695,"threshold_uncertainty_score":0.9999025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1067076668619594,"score_gpt":0.4515419949781857,"score_spread":0.3448343281162263,"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."}}