{"id":"W2103099680","doi":"10.4236/health.2015.75061","title":"What Do We Know about Individuals Who Are Assessed as Being at Moderate Risk for Future Fracture in Canada?","year":2015,"lang":"en","type":"article","venue":"Health","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Osteoporosis Canada; Université de Sherbrooke; St. Michael's Hospital","funders":"Canadian Institutes of Health Research; U.S. Public Health Service","keywords":"Medicine; Risk assessment; FRAX; Categorization; Family medicine; MEDLINE; Osteoporosis; Demography; Osteoporotic fracture; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.00150194,0.0002467995,0.0008039802,0.0001807392,0.0003145594,0.00008642001,0.0001345158,0.0002398687,0.00007941544],"category_scores_gemma":[0.0003374305,0.0002058157,0.00006040701,0.0003285928,0.00002577795,0.0002399217,0.00006139409,0.0009034947,0.00002406797],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0027404,"about_ca_system_score_gemma":0.01644349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5190217,"about_ca_topic_score_gemma":0.8832712,"domain_scores_codex":[0.9966243,0.0002926332,0.0005828877,0.0004815718,0.0008701665,0.001148431],"domain_scores_gemma":[0.9970469,0.000236662,0.0003230325,0.0004400934,0.0003217263,0.001631585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001752397,0.0002484027,0.4351146,0.003767803,0.00006210076,0.00012664,0.009935445,0.0002342509,0.000005978408,0.0001593909,0.3649953,0.1835977],"study_design_scores_gemma":[0.005596326,0.0006331209,0.2356595,0.003165369,0.00002017939,0.00003617761,0.01195652,0.001174903,0.0001338745,0.0007232446,0.7406279,0.0002728168],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.691575,0.1221337,0.00004107635,0.1821403,0.0009349034,0.002724854,0.0001734225,0.00004785091,0.0002288464],"genre_scores_gemma":[0.8446685,0.1191825,0.0006131502,0.03230437,0.001069244,0.0002505305,0.0002037662,0.00008723874,0.001620615],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3756327,"threshold_uncertainty_score":0.9891323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03378610813180975,"score_gpt":0.3661257711793937,"score_spread":0.3323396630475839,"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."}}