{"id":"W1998819701","doi":"10.1016/j.bone.2009.03.239","title":"The impact of physician characteristics on bone mineral density ordering: Canadian Quality Circle (CQC) national project","year":2009,"lang":"en","type":"article","venue":"Bone","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Osteoporosis Canada; Procter & Gamble (Canada); Western University; University of Manitoba; McMaster University","funders":"","keywords":"Medicine; Family medicine; Management; Economics","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":[0.01208842,0.0007118098,0.001066521,0.001536235,0.005546668,0.002721714,0.003710188,0.001887183,0.002689339],"category_scores_gemma":[0.02587809,0.0007597093,0.001662031,0.007419978,0.001797216,0.001017144,0.002471001,0.002502958,0.0002673168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05187562,"about_ca_system_score_gemma":0.1218742,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9883585,"about_ca_topic_score_gemma":0.9904476,"domain_scores_codex":[0.9885084,0.003179005,0.0006015631,0.0008625302,0.004349984,0.002498475],"domain_scores_gemma":[0.9638217,0.006942993,0.004982345,0.001580465,0.01177868,0.01089371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005882711,0.0004481006,0.9875149,0.00003579858,0.0002445806,0.00004092219,0.0008866467,0.0001708182,0.00003581104,0.0002570097,0.002953984,0.006823189],"study_design_scores_gemma":[0.0001070414,0.0001512811,0.9964258,0.00003433939,0.0001625635,0.00002001391,0.001480542,0.0005046539,0.00003806212,0.00006363952,0.0009925484,0.00001955902],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873612,0.0006106085,0.0002191971,0.002916899,0.00004034645,0.0002102753,0.005528664,0.00001299752,0.003099709],"genre_scores_gemma":[0.994746,0.0004694029,0.0005894857,0.0005188306,0.00002475858,0.0000913457,0.002225199,0.0000164172,0.001318633],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05187562,"threshold_uncertainty_score":0.3763857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1348986517497643,"score_gpt":0.4388385209634417,"score_spread":0.3039398692136774,"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."}}