{"id":"W2054184964","doi":"10.2106/jbjs.i.00878","title":"A Postfracture Initiative to Improve Osteoporosis Management in a Community Hospital in Ontario","year":2010,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Medicine; Osteoporosis; Bone mineral; Physical therapy; Fragility fracture; Bone density; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004834509,0.00022871,0.0001559273,0.0003745037,0.002415428,0.000633791,0.0007979159,0.0004115273,0.003098437],"category_scores_gemma":[0.00145145,0.0002549257,0.0002864712,0.000725192,0.0006879524,0.0002669196,0.001096964,0.0005460245,0.0001784592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01916566,"about_ca_system_score_gemma":0.049746,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9166201,"about_ca_topic_score_gemma":0.9765685,"domain_scores_codex":[0.9991071,0.0001189167,0.00003072526,0.00007397746,0.0002624333,0.0004068768],"domain_scores_gemma":[0.9956132,0.0001450364,0.0005783822,0.0000597897,0.0006488158,0.002954668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003194835,0.0007028512,0.9530219,0.0001705534,0.00003539796,0.000901613,0.002460608,0.0001331526,0.00120184,0.0001319623,0.008040225,0.03288034],"study_design_scores_gemma":[0.00006678532,0.0002951426,0.9953113,0.00003493344,0.00001175667,0.0001227183,0.001451242,0.0001074193,0.00006912634,0.00001512319,0.002506644,0.000007819841],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930626,0.000463736,0.0001385696,0.002032036,0.00002897013,0.0003115081,0.0005759003,0.00002225508,0.003364376],"genre_scores_gemma":[0.9947189,0.0004991869,0.0005935006,0.0006318203,0.00002984802,0.0001343133,0.000430986,0.000005211153,0.002956056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08337992,"threshold_uncertainty_score":0.1677419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02884127448011257,"score_gpt":0.2940708234407755,"score_spread":0.2652295489606629,"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."}}