{"id":"W2984523167","doi":"10.1007/s11914-019-00542-w","title":"Population-Based Osteoporosis Primary Prevention and Screening for Quality of Care in Osteoporosis, Current Osteoporosis Reports","year":2019,"lang":"en","type":"review","venue":"Current Osteoporosis Reports","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Osteoporosis; Medicine; Primary care; Epidemiology; Population; Physical therapy; Family medicine; Internal medicine; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.006236416,0.002648035,0.01139426,0.002840695,0.0005400777,0.0002556516,0.0005535231,0.001901084,0.0001673823],"category_scores_gemma":[0.002603158,0.00251136,0.003752769,0.002429954,0.0004208749,0.0006954012,0.0006933318,0.002692736,0.00001471872],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002335542,"about_ca_system_score_gemma":0.006527191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008637804,"about_ca_topic_score_gemma":0.000631002,"domain_scores_codex":[0.9756368,0.001370083,0.01215517,0.00460504,0.00368612,0.00254679],"domain_scores_gemma":[0.9801195,0.001718679,0.01047808,0.00413117,0.002030357,0.001522268],"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":[0.000462357,0.001085325,0.06059656,0.2351964,0.0001666587,0.00007814063,0.0005522936,0.00001279141,0.00001862526,0.000007085756,0.0005413568,0.7012824],"study_design_scores_gemma":[0.00766659,0.003832237,0.06818832,0.1546956,0.006769001,0.001011711,0.001340972,0.00004523841,0.0001532707,0.0001463363,0.7519113,0.004239395],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02239793,0.9515861,0.00007617321,0.00009688203,0.003981323,0.0204451,0.0009632415,0.0002710132,0.000182188],"genre_scores_gemma":[0.01256611,0.9475675,0.003471344,0.00008531344,0.0006762442,0.004667994,0.03001196,0.0006429366,0.0003106006],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7513699,"threshold_uncertainty_score":0.9996081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1187884647549332,"score_gpt":0.4446772433140045,"score_spread":0.3258887785590714,"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."}}