{"id":"W2089020463","doi":"10.1016/j.jval.2011.08.408","title":"PMS22 The Burden of Illness of Osteoporosis in Canada","year":2011,"lang":"en","type":"article","venue":"Value in Health","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; McGill University; Centre hospitalier de l'Université Laval; University of Manitoba; McMaster University","funders":"","keywords":"Medicine; Osteoporosis; Medical prescription; Emergency department; Health care; Emergency medicine; Diagnosis code; Population; Indirect costs; Family medicine; Environmental health; Internal medicine; Nursing","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":[0.0004460462,0.0002691253,0.0005313015,0.002158266,0.002394181,0.001842322,0.0008391248,0.0008137127,0.008736315],"category_scores_gemma":[0.004501794,0.00031531,0.0007748677,0.007287294,0.0005720619,0.0004261422,0.0009037305,0.001405979,0.0004342373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04757138,"about_ca_system_score_gemma":0.105265,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9975089,"about_ca_topic_score_gemma":0.9984242,"domain_scores_codex":[0.9983097,0.0001155447,0.0001035204,0.00007830801,0.0007968837,0.0005960255],"domain_scores_gemma":[0.9961231,0.0001302875,0.0005394082,0.00004536292,0.001690209,0.001471587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00035313,0.00009457138,0.8852471,0.0002493737,0.0002489724,0.0004092429,0.0005558693,0.0008542077,0.0001542244,0.002237662,0.06404304,0.04555269],"study_design_scores_gemma":[0.00005440307,0.00003085751,0.9776075,0.0001594694,0.0000708747,0.0001608237,0.001052461,0.0006083173,0.00005382035,0.0002390997,0.01993795,0.00002428125],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.716491,0.02714673,0.0002487809,0.06116802,0.0009843752,0.0002011987,0.1183389,0.00009299488,0.075328],"genre_scores_gemma":[0.9698297,0.009388787,0.0002106716,0.001545809,0.0001966766,0.00002924307,0.009340271,0.00001889153,0.009439887],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04757138,"threshold_uncertainty_score":0.3451561,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06398796774920942,"score_gpt":0.3133601141662412,"score_spread":0.2493721464170318,"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."}}