{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002317948,0.0001326892,0.0005219933,0.00005615084,0.00005698657,0.000009704258,0.00006336212,0.00006327288,0.00001814308],"category_scores_gemma":[0.0006354796,0.0001106879,0.00007698756,0.0003781253,0.00002381309,0.00006579646,0.00002153681,0.0002240538,0.000002116951],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007370408,"about_ca_system_score_gemma":0.0005229354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06033889,"about_ca_topic_score_gemma":0.04418064,"domain_scores_codex":[0.9979054,0.0003921271,0.0003026582,0.0002981105,0.0007514618,0.0003502978],"domain_scores_gemma":[0.9988142,0.00006202807,0.0002100407,0.0003383957,0.0003858175,0.000189531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003827782,0.0002479087,0.9945793,0.00005398914,0.0004760858,0.00002262541,0.0001050024,0.00003266457,0.00001553764,0.000006495889,0.0001746982,0.004247398],"study_design_scores_gemma":[0.00313961,0.0002209876,0.99573,0.00007822592,0.0002258163,0.00001324604,0.0003319632,0.00003718363,0.00004681683,0.000008653989,0.00005498614,0.0001125386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9905161,0.00007599129,0.0001861309,0.0001106478,0.000145945,0.003972356,0.000007817417,0.00005371238,0.004931351],"genre_scores_gemma":[0.9981518,0.000004418458,0.00004857068,0.0001317906,0.00004527377,0.000443833,0.00001941639,0.000024634,0.001130197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01615825,"threshold_uncertainty_score":0.9732606,"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."}}