{"id":"W2614834585","doi":"10.1089/thy.2016.0629","title":"Diagnostic and Treatment Patterns Among Children, Adolescents, and Young Adults with Thyroid Cancer in Ontario: 1992–2010","year":2017,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group; University of Toronto; Public Health Ontario","funders":"","keywords":"Medicine; Thyroid cancer; Cancer registry; Incidence (geometry); Thyroid carcinoma; Malignancy; Population; Pediatrics; Thyroid; Cancer; Biopsy; Fine-needle aspiration; Carcinoma; Radiology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00005900428,0.0003951357,0.0005247023,0.00009313951,0.0002454855,0.0001147901,0.0001089471,0.0001029135,0.0000580547],"category_scores_gemma":[0.00002280943,0.0002801451,0.00005647398,0.00003714294,0.0001971148,0.0001972545,0.00008603698,0.0002325778,0.000005840438],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000517227,"about_ca_system_score_gemma":0.0001304899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5783474,"about_ca_topic_score_gemma":0.8943126,"domain_scores_codex":[0.9984288,0.00002391961,0.0002456857,0.0006268658,0.0002331632,0.0004415341],"domain_scores_gemma":[0.9987947,0.00003993459,0.0001767505,0.0006562679,0.00003286315,0.0002994549],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003816495,0.0005035092,0.9869963,0.00003985701,0.000164837,0.0002155429,0.001381141,0.000002160883,0.00005444475,0.000006474179,0.0001031723,0.01015093],"study_design_scores_gemma":[0.01217854,0.001654683,0.9832038,0.001598042,0.00032943,0.00009096926,0.0001018213,0.0000128004,0.0004755528,0.000007481503,0.00005310976,0.000293816],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930828,0.004584774,0.000001946314,0.0005345947,0.0001436227,0.001281849,0.00009178201,0.00003791968,0.000240735],"genre_scores_gemma":[0.9897467,0.009094625,0.00003946678,0.00008670702,0.0001274496,0.0004265795,0.00004295011,0.00004675549,0.0003888008],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3159652,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009140626914668933,"score_gpt":0.235593141314259,"score_spread":0.22645251439959,"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."}}