{"id":"W2753805169","doi":"10.1089/thy.2017.0103","title":"Do Lower-Risk Thyroid Cancer Patients Who Live in Regions with More Aggressive Treatments Have Better Outcomes?","year":2017,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Thyroid cancer; Retrospective cohort study; Thyroidectomy; Cancer; Population; Adjuvant therapy; Disease; Cohort; Thyroid; Internal medicine; Surgery; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005818939,0.0001330813,0.000291214,0.0005697626,0.000767137,0.0008776234,0.0004669315,0.0005759507,0.002051427],"category_scores_gemma":[0.002930817,0.0001188915,0.0003815888,0.001299774,0.000762405,0.0006315305,0.0003358456,0.0004562763,0.0002648596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001666833,"about_ca_system_score_gemma":0.00206616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.12849,"about_ca_topic_score_gemma":0.2065479,"domain_scores_codex":[0.9996178,0.00006824957,0.00002074184,0.00007880178,0.00007889261,0.0001354588],"domain_scores_gemma":[0.9982446,0.0001885088,0.0009898382,0.00006657127,0.000174715,0.0003357898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002759902,0.00001166534,0.9984068,0.000005681373,0.00002033912,0.00003440619,0.0001223586,0.0000285961,0.00003934199,0.00002805129,0.0001417598,0.001133403],"study_design_scores_gemma":[0.000006000156,0.00002091133,0.9989159,0.000008494921,0.00001983039,0.0001065552,0.0005405516,0.00006568615,0.00001698578,0.00006754839,0.0002279476,0.000003564229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975072,0.0003985818,0.00005457408,0.0007112051,0.000009007681,0.000006454048,0.0003781341,0.00000218681,0.0009327153],"genre_scores_gemma":[0.999433,0.0001364105,0.00003303423,0.000101147,0.00001132612,0.000003369922,0.0002006129,0.000001184983,0.0000799056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.12849,"threshold_uncertainty_score":0.2554842,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01642536466657049,"score_gpt":0.304083471860212,"score_spread":0.2876581071936415,"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."}}