{"id":"W4402392095","doi":"10.58931/cpct.2024.2228","title":"Essential Osteoporosis Management for the Primary Care Provider","year":2024,"lang":"en","type":"article","venue":"Canadian Primary Care Today","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Amgen","keywords":"Primary care; Osteoporosis; Business; Medicine; Family medicine; Internal medicine","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":[0.0006478112,0.0003956314,0.0004629049,0.0008174341,0.002019967,0.001097154,0.0006496267,0.002151157,0.111242],"category_scores_gemma":[0.00824082,0.0002132016,0.0003664225,0.0004950938,0.0002315762,0.000695701,0.0009687038,0.001810426,0.01609673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001851412,"about_ca_system_score_gemma":0.007805944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01847588,"about_ca_topic_score_gemma":0.06283812,"domain_scores_codex":[0.9990495,0.0001647895,0.00006262524,0.00005100674,0.0005066546,0.0001653957],"domain_scores_gemma":[0.994497,0.0006301426,0.0002351285,0.000146555,0.002230924,0.002260253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002233979,0.0001420012,0.00257094,0.0001635375,0.000006890415,0.00153216,0.0001256826,0.00003738935,0.0002086073,0.0007218494,0.8616837,0.1327849],"study_design_scores_gemma":[0.0001071005,0.0001413037,0.02522692,0.002342878,0.00002852864,0.007103104,0.0006161986,0.0002389676,0.0001348175,0.003049725,0.9609832,0.00002711547],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008365898,0.02950746,0.002818143,0.4286973,0.01038631,0.0009511791,0.002063483,0.0009974429,0.5162127],"genre_scores_gemma":[0.2078021,0.1079377,0.03413795,0.2199623,0.03394119,0.001801856,0.006359179,0.0004097052,0.387648],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.111242,"threshold_uncertainty_score":0.3721415,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01278178808921853,"score_gpt":0.2812190201255118,"score_spread":0.2684372320362932,"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."}}