{"id":"W2768928296","doi":"10.1097/md.0000000000009012","title":"Improvements in osteoporosis testing and care are found following the wide scale implementation of the Ontario Fracture Clinic Screening Program","year":2017,"lang":"en","type":"article","venue":"Medicine","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Osteoporosis Canada; University Health Network; University of Toronto; Toronto Rehabilitation Institute; Institute for Clinical Evaluative Sciences","funders":"Amgen Canada; Novo Nordisk; Ontario Ministry of Health and Long-Term Care; Institute for Clinical Evaluative Sciences; F. Hoffmann-La Roche; GlaxoSmithKline; Osteoporosis Canada; Amgen; Pfizer; AstraZeneca; Eli Lilly and Company; Bristol-Myers Squibb","keywords":"Medicine; Osteoporosis; Physical therapy; Psychological intervention; Orthopedic surgery; Intervention (counseling); Fragility fracture; Bone mineral; Emergency medicine; Surgery; Internal medicine; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0009505232,0.0001441715,0.0003698833,0.0000669692,0.0005919844,0.00003205074,0.0002242937,0.00008096828,0.00006862354],"category_scores_gemma":[0.0009846945,0.0000754206,0.00006477549,0.0001490755,0.0002419574,0.0001023807,0.0001627494,0.0005218156,9.143295e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245262,"about_ca_system_score_gemma":0.0002615027,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1123416,"about_ca_topic_score_gemma":0.1805236,"domain_scores_codex":[0.9982434,0.00006587481,0.0004982073,0.0002604286,0.0005687531,0.0003633256],"domain_scores_gemma":[0.9984255,0.0002721663,0.0004137109,0.0006017384,0.0001545748,0.0001322577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004854722,0.00002408039,0.8605304,0.0001738741,0.00001699197,0.000006424219,0.005055827,2.163499e-7,0.0003410421,1.026366e-7,0.0001997338,0.1336027],"study_design_scores_gemma":[0.004084746,0.0006437469,0.9722248,0.001047531,0.0001010202,0.000004952203,0.01981333,0.00002087817,0.000511896,0.00001796385,0.001467465,0.00006170271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9859161,0.0005582844,0.000004494892,0.01094859,0.0001761738,0.001815252,0.000002909034,0.00001404647,0.0005641456],"genre_scores_gemma":[0.997587,0.00001565827,0.0007149652,0.001158782,0.0001243958,0.0001024823,0.00001237131,0.00001719974,0.000267106],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133541,"threshold_uncertainty_score":0.8935694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06258300627627118,"score_gpt":0.4121570110319595,"score_spread":0.3495740047556883,"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."}}