{"id":"W6904803782","doi":"10.14288/1.0394566","title":"Peak Perimenopause Bone Mineral Density Predicts Incident Fracture : population-based, Canada-wide data from the Canadian Multicentre Osteoporosis Study (CaMos)","year":2020,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Bone mineral; Osteoporosis; Bone density; Fracture (geology); Osteopenia; Incidence (geometry)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007191655,0.0005063031,0.0006994415,0.0008753297,0.001888688,0.001341602,0.001632596,0.0009376776,0.003326379],"category_scores_gemma":[0.002338042,0.0005953509,0.0009313835,0.003717538,0.0004563651,0.0003364768,0.0008177921,0.001164269,0.0004088361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008561496,"about_ca_system_score_gemma":0.0129383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804977,"about_ca_topic_score_gemma":0.989439,"domain_scores_codex":[0.9993399,0.00007441123,0.00004958275,0.0001201293,0.0002223877,0.0001936286],"domain_scores_gemma":[0.9983486,0.0001174085,0.0002432022,0.0001193354,0.0007429535,0.0004283595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003983141,0.0000367217,0.9940311,0.00003294963,0.0002166278,0.00004894815,0.0001728007,0.00009848544,0.0001539708,0.00007175129,0.002553596,0.002184671],"study_design_scores_gemma":[0.0000296633,0.0000102063,0.9989157,0.00001625403,0.00008984569,0.00004138291,0.000200351,0.0001635643,0.00001919211,0.00001873491,0.0004887104,0.000006437877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776611,0.001481841,0.0001119425,0.0004575148,0.0000284812,0.00004203496,0.01797936,0.0000215419,0.002216083],"genre_scores_gemma":[0.9921075,0.0005328826,0.0001703998,0.0001098723,0.00001353812,0.00001765349,0.005902103,0.000009101496,0.001136983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01950228,"threshold_uncertainty_score":0.06211829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02245448470221879,"score_gpt":0.2303208638844343,"score_spread":0.2078663791822155,"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."}}