{"id":"W2986487524","doi":"10.1503/cmaj.190395","title":"Recommendation on screening adults for asymptomatic thyroid dysfunction in primary care","year":2019,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Jewish General Hospital; Queen's University; Public Health Agency of Canada","funders":"University of Toronto; Canadian Geriatrics Society; Public Health Agency; Public Health Agency of Canada","keywords":"Asymptomatic; Primary care; Guideline; Task force; Medicine; Thyroid dysfunction; Vigilance (psychology); Pediatrics; Family medicine; Thyroid; Intensive care medicine; Internal medicine; Psychology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004931753,0.0001071639,0.0002210857,0.0002664897,0.0001100589,0.00003207731,0.0000529454,0.0002391182,0.001102203],"category_scores_gemma":[0.0004353352,0.00009629351,0.00009295849,0.0001519011,0.000005834382,0.0001070297,0.000004602905,0.0004124648,0.0001216634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002212083,"about_ca_system_score_gemma":0.001003835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006416696,"about_ca_topic_score_gemma":0.007073736,"domain_scores_codex":[0.998576,0.00006253205,0.0003261616,0.0001613447,0.0005509585,0.0003229576],"domain_scores_gemma":[0.9988682,0.000132147,0.0001627739,0.00007462479,0.0002028294,0.0005594815],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000311697,0.0001120902,0.6248193,0.00008966625,0.0001268292,0.00004927967,0.0006454563,0.00001601576,0.00001263729,0.00004820524,0.01485486,0.3589139],"study_design_scores_gemma":[0.02175862,0.001353852,0.9171678,0.0007781339,0.00007069766,0.0001099702,0.002530823,0.001569137,0.00001732139,0.00008976739,0.05432858,0.000225223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.973059,0.0001416077,0.0002454662,0.01362347,0.0007995721,0.0007033666,0.00003499255,0.0000206967,0.01137186],"genre_scores_gemma":[0.9905043,0.0000529659,0.0003483928,0.007886492,0.0003854475,0.00002501938,0.0003951692,0.00002044149,0.0003817322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3586887,"threshold_uncertainty_score":0.9998109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005561074497337975,"score_gpt":0.2267525031194562,"score_spread":0.2211914286221182,"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."}}