{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003607397,0.0001071195,0.0002475633,0.00006363292,0.0001222385,0.00001859612,0.00005299429,0.00004592855,0.00002506201],"category_scores_gemma":[0.0005057664,0.0000750196,0.0001266247,0.0001512962,0.00004702208,0.0000650393,0.000009611318,0.0002076876,0.00002712044],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001857477,"about_ca_system_score_gemma":0.0004367412,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01000859,"about_ca_topic_score_gemma":0.00167945,"domain_scores_codex":[0.9989508,0.00006242777,0.0002722477,0.0001347622,0.0003284162,0.0002512945],"domain_scores_gemma":[0.9991594,0.0001790155,0.0001530711,0.0001749617,0.0001664465,0.0001671174],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01120143,0.006243271,0.43785,0.0004157502,0.001234615,0.0004287498,0.002643724,0.0000793132,0.1845681,0.01481523,0.04136674,0.2991531],"study_design_scores_gemma":[0.0007640862,0.0004592698,0.9922869,0.00002634272,0.0000322757,0.00001521092,0.00002266915,0.0007008626,0.0004708692,0.0001950626,0.004924493,0.0001019806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854301,0.00003945018,0.00000441501,0.002937674,0.00008284464,0.000300873,0.00005715835,0.00001242418,0.01113502],"genre_scores_gemma":[0.9974306,0.00002007338,0.00004312719,0.001890445,0.0001735313,0.00000265447,0.00003853643,0.000007426592,0.0003936586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5544369,"threshold_uncertainty_score":0.9965838,"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."}}