{"id":"W4387500147","doi":"10.1503/cmaj.221647","title":"Clinical practice guideline for management of osteoporosis and fracture prevention in Canada: 2023 update","year":2023,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of Waterloo; McMaster University; Osteoporosis Canada","keywords":"Guideline; Medicine; Psychological intervention; Osteoporosis; Grading (engineering); Quality management; Family medicine; Risk assessment; Physical therapy; Nursing; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.006016477,0.001342288,0.002282213,0.006924167,0.002718854,0.00353186,0.005466871,0.006027871,0.02417161],"category_scores_gemma":[0.0282541,0.0007838345,0.003223423,0.009551019,0.001293924,0.001846108,0.002111935,0.007244572,0.01276389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04129634,"about_ca_system_score_gemma":0.1558368,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7791561,"about_ca_topic_score_gemma":0.8894188,"domain_scores_codex":[0.9896813,0.00139201,0.001440476,0.0003118552,0.00641056,0.0007637412],"domain_scores_gemma":[0.9521952,0.002364946,0.00185734,0.0003610891,0.04073738,0.002484143],"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":[0.00002346084,0.00006288946,0.0005957313,0.001433488,0.00002695592,0.0001450886,0.0001075215,0.0002173792,0.00008056658,0.0007996238,0.9120882,0.08441908],"study_design_scores_gemma":[0.0001815622,0.00004033936,0.006593283,0.01115395,0.0001716857,0.0003887296,0.000193508,0.0004619719,0.0001185902,0.001310754,0.9793185,0.00006716098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003120719,0.15854,0.01960985,0.3082115,0.02064935,0.02378742,0.1166872,0.002632973,0.346761],"genre_scores_gemma":[0.02652621,0.2721996,0.2094661,0.1289924,0.004615978,0.02665794,0.1784581,0.0009542331,0.1521296],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.2208439,"threshold_uncertainty_score":0.4442888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02548093156336035,"score_gpt":0.3860044190534233,"score_spread":0.360523487490063,"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."}}