{"id":"W2068437612","doi":"10.1089/pop.2008.0025","title":"Family Physicians' Personal and Practice Characteristics that Are Associated with Improved Utilization of Bone Mineral Density Testing and Osteoporosis Medication Prescribing","year":2009,"lang":"en","type":"article","venue":"Population Health Management","topic":"Healthcare cost, quality, practices","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Procter & Gamble (Canada); University of Manitoba; Western University; St. Joseph’s Healthcare Hamilton; Osteoporosis Canada; McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Osteoporosis; Odds ratio; Odds; Bone mineral; Family medicine; Confidence interval; Medical record; Bone density; Physical therapy; Internal medicine; Logistic regression","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":[0.003766017,0.0001927387,0.0004320995,0.0001578537,0.0007917765,0.00002688883,0.00005335276,0.0001243957,0.000003715572],"category_scores_gemma":[0.003061583,0.000189917,0.00001737899,0.000329582,0.00004797322,0.0006423807,0.00006207768,0.0003532792,0.000001101395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003518829,"about_ca_system_score_gemma":0.0001052251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002509867,"about_ca_topic_score_gemma":0.000543862,"domain_scores_codex":[0.9959843,0.001728671,0.0009054266,0.0004195452,0.0005394263,0.000422632],"domain_scores_gemma":[0.995004,0.001292582,0.002838423,0.0002133908,0.0004793995,0.0001722217],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002867801,0.0002262198,0.8393804,0.00170029,0.0000527654,0.000003864535,0.00583925,0.000003317602,0.0001387879,0.0005517399,0.0002158449,0.1516007],"study_design_scores_gemma":[0.0008107872,0.0002343136,0.9837325,0.001177036,0.00009610725,0.000002187897,0.00757221,0.00595148,0.000001617509,0.00009286783,0.0001791584,0.0001497241],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9788896,0.0002852181,0.001348233,0.01702491,0.0001524064,0.001962362,0.00002871554,0.0001108833,0.0001976103],"genre_scores_gemma":[0.9828609,0.0004102308,0.00562282,0.0106408,0.0000949303,0.00004798472,0.0002403343,0.00002123605,0.0000607122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.151451,"threshold_uncertainty_score":0.7744592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4523890922240911,"score_gpt":0.4686151452159021,"score_spread":0.01622605299181101,"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."}}