{"id":"W3015048592","doi":"10.1007/s11914-020-00582-7","title":"Developing Registries and Effective Care Models for the Management of Hip Fractures: Aligning Political, Organizational Drivers with Clinical Outcomes","year":2020,"lang":"en","type":"review","venue":"Current Osteoporosis Reports","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Health care; Order (exchange); Business; Hip fracture; Medicine; Cost effectiveness; Operations management; Osteoporosis; Risk analysis (engineering); Economics; Finance; Economic growth","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":[0.03474681,0.0009234674,0.003073848,0.005564254,0.0006602411,0.005331565,0.002666176,0.002522258,0.002599531],"category_scores_gemma":[0.07851226,0.000657158,0.002417805,0.007464709,0.00109698,0.005714747,0.002707784,0.00360669,0.0005995792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005435409,"about_ca_system_score_gemma":0.03672678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01523042,"about_ca_topic_score_gemma":0.02689436,"domain_scores_codex":[0.9840474,0.008162528,0.003107581,0.0007417883,0.003442132,0.000498536],"domain_scores_gemma":[0.9468117,0.034403,0.008068997,0.0009754641,0.00864189,0.00109894],"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":[0.00009265837,0.0001343464,0.007589228,0.06954336,0.001730059,0.00006671813,0.0003767661,0.001224012,0.0001167927,0.02233885,0.02132716,0.8754601],"study_design_scores_gemma":[0.0003689252,0.0003700355,0.0340755,0.4079331,0.007568339,0.0007204311,0.003177494,0.002639235,0.0004449388,0.02368602,0.5188383,0.0001776542],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008090822,0.9816397,0.002144542,0.01301634,0.000637764,0.0001722982,0.0002407696,0.00003042753,0.001309135],"genre_scores_gemma":[0.009395681,0.9809306,0.006661697,0.001972283,0.0003786589,0.0002185401,0.0003117218,0.000007714916,0.0001231221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03474681,"threshold_uncertainty_score":0.1837609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07036835545647713,"score_gpt":0.4095640613227761,"score_spread":0.339195705866299,"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."}}