{"id":"W2990237733","doi":"","title":"Choosing Wisely Canada campaign associated with less overuse of thyroid testing: Retrospective parallel cohort study.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Sinai Health System; University of Manitoba; Sunnybrook Health Science Centre; North York General Hospital","funders":"","keywords":"Medicine; Retrospective cohort study; Context (archaeology); Test (biology); Cohort; Family medicine; Medical record; Electronic medical record; Health care; Pediatrics; Internal medicine","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":[0.00150118,0.0003210745,0.0002747267,0.0004631275,0.00119436,0.000870365,0.0006196162,0.0007644424,0.002446766],"category_scores_gemma":[0.004721557,0.000512519,0.0007086763,0.0007945063,0.0005183847,0.0005257006,0.0005100194,0.0009572492,0.0002476035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002974419,"about_ca_system_score_gemma":0.005737622,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3157226,"about_ca_topic_score_gemma":0.3491459,"domain_scores_codex":[0.9984046,0.0004161593,0.00008462962,0.0003607718,0.0002899268,0.0004439259],"domain_scores_gemma":[0.9958658,0.0004848967,0.001686604,0.000338797,0.0005043003,0.001119578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004740418,0.0003992773,0.9974363,0.00001421007,0.00009350433,0.00002898196,0.0001429495,0.0000139041,0.00006802514,0.00001886532,0.0003375281,0.0009724656],"study_design_scores_gemma":[0.000104076,0.0007011062,0.9981993,0.00001057096,0.0000603525,0.0000466461,0.0003827983,0.0001439157,0.00004664738,0.00001023999,0.0002870527,0.000007357321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985461,0.0001289639,0.00005459743,0.0001217219,0.00001972607,0.0001103933,0.0006459422,0.000003219677,0.0003693641],"genre_scores_gemma":[0.9988244,0.00006782894,0.0001538358,0.0001497498,0.00001842329,0.0000589081,0.0003406562,0.000002906904,0.0003832763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6842774,"threshold_uncertainty_score":0.6277697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02554394150623577,"score_gpt":0.2346024758543641,"score_spread":0.2090585343481283,"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."}}