{"id":"W2106036551","doi":"10.1503/cmaj.100335","title":"Good prescribing: better systems and prescribers needed","year":2010,"lang":"en","type":"letter","venue":"Canadian Medical Association Journal","topic":"Pharmaceutical studies and practices","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Observational study; Medicine; Primary care; Intensive care medicine; Adverse effect; Quality (philosophy); MEDLINE; Family medicine; Medical emergency; Pharmacology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001650281,0.0002949856,0.0006283918,0.0002107545,0.0004204504,0.0003550882,0.0002151851,0.003535429,0.002716068],"category_scores_gemma":[0.002770439,0.0002408872,0.0001580274,0.0001311786,0.00009415885,0.0001614284,0.00004310874,0.01700064,0.0001122269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007399164,"about_ca_system_score_gemma":0.001912589,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008307437,"about_ca_topic_score_gemma":0.004083041,"domain_scores_codex":[0.9958052,0.0002974797,0.0006009261,0.0002995547,0.002104606,0.0008922414],"domain_scores_gemma":[0.9960325,0.0006522556,0.00044616,0.0001606276,0.000423984,0.00228445],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001028559,0.000009882527,0.004982355,0.0001031882,0.0005651489,0.003066695,0.00009707564,5.91224e-8,0.000005001991,0.000008500221,0.9852606,0.005891175],"study_design_scores_gemma":[0.001022693,0.00006736526,0.001030521,0.0002482937,0.000434448,0.002443557,0.0001575756,0.0001070894,0.000001917207,0.00002161772,0.9942249,0.00024002],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002760663,0.001733482,0.000006872557,0.97657,0.003587195,0.000313626,0.00006694151,0.00002562739,0.01493558],"genre_scores_gemma":[0.002139447,0.0009263669,0.00005332166,0.9631355,0.02773622,0.00001607911,0.0000566204,0.0000502741,0.00588615],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02414903,"threshold_uncertainty_score":0.9982963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02928561075380318,"score_gpt":0.2894343626253574,"score_spread":0.2601487518715542,"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."}}