{"id":"W2145781138","doi":"10.2106/jbjs.g.00980","title":"A Coordinator Program in Post-Fracture Osteoporosis Management Improves Outcomes and Saves Costs","year":2008,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":109,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University Health Network","funders":"","keywords":"Medicine; Osteoporosis; Hip fracture; Referral; Incidence (geometry); Physical therapy; Emergency medicine; Family medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.001117956,0.0001687532,0.00102759,0.0007507589,0.00009715947,0.00002961068,0.00001716609,0.0001090411,0.00002380005],"category_scores_gemma":[0.000338449,0.0001170282,0.0002072136,0.0002072567,0.0001252776,0.0001971825,0.00005440021,0.0004402164,0.00000222632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000740323,"about_ca_system_score_gemma":0.0001960323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000969,"about_ca_topic_score_gemma":0.0000238342,"domain_scores_codex":[0.9979435,0.00006818237,0.0009935889,0.0001750243,0.0004433308,0.0003763516],"domain_scores_gemma":[0.9986764,0.0002400367,0.0002847097,0.0001391363,0.0002141819,0.0004454967],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009062846,0.000639966,0.6962441,0.0008763148,0.0001255612,0.002933172,0.0004533259,1.247923e-7,0.001744332,0.000006041453,0.006629056,0.2894417],"study_design_scores_gemma":[0.001455512,0.0006234892,0.9906186,0.0005023995,0.00004629812,0.00211222,0.0007177075,0.00001017729,0.0003158704,0.00001476052,0.003469289,0.000113602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9846998,0.005285995,0.000001976546,0.009262022,0.0001074645,0.0004459238,0.000003225428,0.00001353013,0.0001800735],"genre_scores_gemma":[0.9881198,0.008834533,0.0007768315,0.001803235,0.00007022103,0.0000161349,0.000004129751,0.00001825468,0.0003568131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2943746,"threshold_uncertainty_score":0.477227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02409320244538925,"score_gpt":0.3004918652170673,"score_spread":0.2763986627716781,"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."}}