{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006900495,0.00008094579,0.0003152371,0.0002081223,0.0000990413,0.00001551329,0.00008622614,0.0002424083,0.0005457511],"category_scores_gemma":[0.00413017,0.00007399717,0.00006633925,0.0004230876,0.00002045346,0.00008370725,0.00002025108,0.000733431,0.0000142124],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001349332,"about_ca_system_score_gemma":0.01209902,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.48289,"about_ca_topic_score_gemma":0.9442917,"domain_scores_codex":[0.9968015,0.0001864239,0.001099435,0.0001646964,0.001264223,0.0004837551],"domain_scores_gemma":[0.9970313,0.000474265,0.000335682,0.00009312778,0.0005953825,0.001470273],"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":[0.00009685718,0.00003723443,0.08621894,0.0001404822,0.0001198392,0.0004708767,0.00004218087,0.000005473264,8.062059e-7,0.00004226228,0.7418756,0.1709495],"study_design_scores_gemma":[0.002431652,0.0001188745,0.254915,0.0001931999,0.00005042656,0.00006641725,0.001529341,0.0006836993,0.000001992,0.00009320262,0.7398583,0.00005795719],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2832618,0.001339318,0.0002484238,0.71014,0.001295006,0.001426751,0.0001341756,0.0000170714,0.002137498],"genre_scores_gemma":[0.7309048,0.03114628,0.02091892,0.2065211,0.003758146,0.0001819475,0.0008046328,0.0001158843,0.005648315],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5036189,"threshold_uncertainty_score":0.9935015,"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."}}