{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003123099,0.0001816653,0.0002069232,0.0009828007,0.0008447825,0.0004813525,0.0006344289,0.0002222328,0.0008816948],"category_scores_gemma":[0.001427407,0.0002625663,0.0003202882,0.00231031,0.0004481643,0.0002366427,0.000494591,0.0002657479,0.0001278385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01386255,"about_ca_system_score_gemma":0.01140269,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9392039,"about_ca_topic_score_gemma":0.9725354,"domain_scores_codex":[0.9993748,0.00002782419,0.00007251721,0.00008487327,0.0002933042,0.0001466207],"domain_scores_gemma":[0.9983517,0.00007791529,0.0007032524,0.00003524445,0.0005529462,0.0002789983],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002636556,0.000005135207,0.9974375,0.00003515356,0.00001264298,0.0001207859,0.0003201436,0.00002779481,0.0001493329,0.00001484748,0.0004083845,0.001441946],"study_design_scores_gemma":[0.00000230844,0.000008356969,0.9989007,0.00001301391,0.000007467521,0.0001330162,0.000327175,0.00004091398,0.00003372184,0.000002596843,0.0005291276,0.000001552402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903465,0.001541471,0.00008287289,0.0002605778,0.00000959197,0.00005207711,0.005796992,0.00001174633,0.001898196],"genre_scores_gemma":[0.9962167,0.0009781007,0.0001102764,0.00007231984,0.000006047521,0.00002105679,0.002136669,0.000003525201,0.0004553224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06079608,"threshold_uncertainty_score":0.1223082,"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."}}