{"id":"W2045458263","doi":"10.1002/cam4.103","title":"The changing face of thyroid cancer in a population‐based cohort","year":2013,"lang":"en","type":"article","venue":"Cancer Medicine","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"Department of Surgery, University of Manitoba; University of Manitoba","keywords":"Medicine; Thyroid cancer; Incidence (geometry); Hazard ratio; Internal medicine; Thyroid; Cohort; Population; Cumulative incidence; Cancer; Papillary thyroid cancer; Anaplastic thyroid cancer; Oncology; Stage (stratigraphy); Gastroenterology; Confidence interval","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":[0.0006427688,0.0001677031,0.0003535926,0.0007649401,0.0008271514,0.001027201,0.0004511513,0.0005807132,0.0008669746],"category_scores_gemma":[0.001506387,0.0002709921,0.0004182937,0.001781534,0.0004009408,0.0006413797,0.0004459868,0.000666748,0.0002080136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001821347,"about_ca_system_score_gemma":0.002543912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3254384,"about_ca_topic_score_gemma":0.3196972,"domain_scores_codex":[0.99951,0.00007709955,0.00002660797,0.0001388386,0.0001343368,0.0001130972],"domain_scores_gemma":[0.9992538,0.00007220254,0.0001792933,0.00007522052,0.0002242327,0.0001952767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004213821,0.00001190086,0.9979677,0.000004115361,0.00003121502,0.0001192447,0.000323207,0.00002796981,0.0002411173,0.00002047562,0.0002042502,0.001006683],"study_design_scores_gemma":[0.000002171283,0.00001559558,0.9989957,0.00000239663,0.00001090447,0.0001468438,0.0004030858,0.00007160337,0.0000144037,0.00001564099,0.0003181135,0.000003544994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998054,0.0003361334,0.00006880017,0.0002935246,0.000009992486,0.000008145345,0.0007485161,0.000005478141,0.0004753196],"genre_scores_gemma":[0.9983993,0.0003799065,0.00006667652,0.0001161656,0.00001599306,0.000009813612,0.0007464717,0.000002874105,0.0002627919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3254384,"threshold_uncertainty_score":0.6470882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01625111179818085,"score_gpt":0.3077212589215433,"score_spread":0.2914701471233625,"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."}}