{"id":"W4286224310","doi":"10.1097/med.0000000000000756","title":"Women and thyroid cancer incidence: overdiagnosis versus biological risk","year":2022,"lang":"en","type":"article","venue":"Current Opinion in Endocrinology Diabetes and Obesity","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Overdiagnosis; Thyroid cancer; Medicine; Context (archaeology); Cancer; Incidence (geometry); Epidemiology; Disease; Thyroid; Internal medicine; Oncology; Demography; Gynecology; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00275636,0.0005053309,0.002310817,0.001723521,0.0002186451,0.001998419,0.0007224166,0.001212731,0.002410279],"category_scores_gemma":[0.01158327,0.0003657436,0.001402113,0.002796595,0.0009159981,0.001314385,0.0008131624,0.001269018,0.0003285153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009548873,"about_ca_system_score_gemma":0.00162945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003632994,"about_ca_topic_score_gemma":0.003549072,"domain_scores_codex":[0.998211,0.0006650802,0.0003341823,0.000328756,0.0003634354,0.00009756678],"domain_scores_gemma":[0.9916266,0.006428467,0.001297683,0.0001335074,0.00043107,0.00008257251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005847426,0.00004959852,0.03161811,0.1223982,0.004893502,0.0006013329,0.0008270643,0.000682181,0.0004120367,0.007983606,0.02558441,0.8043653],"study_design_scores_gemma":[0.000151544,0.0003933262,0.1143179,0.1676456,0.0165628,0.01118981,0.001813784,0.0005679656,0.0007720126,0.01663669,0.6697855,0.0001630299],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0006198792,0.997769,0.00007310276,0.001024126,0.0002445983,0.000002122306,0.0000361062,0.000001636805,0.0002293804],"genre_scores_gemma":[0.01142095,0.9864146,0.0001063724,0.0008432451,0.001056676,0.000006453083,0.00004113697,0.000002454629,0.0001081323],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003632994,"threshold_uncertainty_score":0.01457721,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04326941412126321,"score_gpt":0.325096188936478,"score_spread":0.2818267748152148,"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."}}