{"id":"W2055273431","doi":"10.1359/jbmr.081116","title":"Bridging the Osteoporosis Quality Chasm","year":2008,"lang":"en","type":"article","venue":"Journal of Bone and Mineral Research","topic":"Hip and Femur Fractures","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Osteoporosis; Quality management; Health care; Quality assurance; Quality (philosophy); Population; Family medicine; Gerontology; Environmental health; Business; Marketing; Service (business)","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":[0.1199793,0.001206787,0.002515845,0.01004373,0.008255829,0.02543214,0.005117161,0.01384286,0.02032792],"category_scores_gemma":[0.2263645,0.001396035,0.001745561,0.009252124,0.01786797,0.02263678,0.03719446,0.02502139,0.002584915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03178319,"about_ca_system_score_gemma":0.08154311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0146367,"about_ca_topic_score_gemma":0.02104312,"domain_scores_codex":[0.8949891,0.03786881,0.007715905,0.007290002,0.0434063,0.00873001],"domain_scores_gemma":[0.6840919,0.1490767,0.02317356,0.01345196,0.08021171,0.04999425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003070867,0.0003827591,0.0134897,0.004519979,0.0003848583,0.0003832526,0.004640274,0.001219511,0.000286162,0.3036465,0.2708099,0.3999301],"study_design_scores_gemma":[0.0003270168,0.0004997799,0.01096335,0.01605432,0.0001814443,0.0005036545,0.005413382,0.00226577,0.0004950367,0.3669835,0.5961267,0.0001860695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002880435,0.06980491,0.008772866,0.8975032,0.005807473,0.0001087253,0.0002285943,0.0001183638,0.01477546],"genre_scores_gemma":[0.3104224,0.1346931,0.0232773,0.4783544,0.04329848,0.0008364552,0.001129306,0.0005636039,0.00742496],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1199793,"threshold_uncertainty_score":0.6345185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1590434350432696,"score_gpt":0.434916888907064,"score_spread":0.2758734538637945,"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."}}