{"id":"W7132960669","doi":"","title":"Advanced Diagnostic Imaging and Differentiated Thyroid Cancer in Ontario: Detection, Incidence, Access, and Patient Outcomes","year":2023,"lang":"","type":"dissertation","venue":"TSpace","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thyroid cancer; Incidence (geometry); Context (archaeology); Odds ratio; Medical imaging; Thyroid; Odds","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004578175,0.0001723634,0.0002112632,0.0008998913,0.001263513,0.000782963,0.0006154707,0.000301999,0.00201598],"category_scores_gemma":[0.002970349,0.000224064,0.0005258592,0.002575054,0.0006506872,0.0004272708,0.0009776545,0.0004195695,0.0001757084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01790856,"about_ca_system_score_gemma":0.01822588,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9566705,"about_ca_topic_score_gemma":0.9687899,"domain_scores_codex":[0.9993864,0.00004176324,0.00004492523,0.00008385745,0.0002615022,0.000181462],"domain_scores_gemma":[0.9975138,0.0001574247,0.001071385,0.00007064659,0.0006175313,0.0005692723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003827178,0.00001539445,0.9956092,0.00004723074,0.0000297924,0.00006025374,0.0005476399,0.00004273747,0.00009371721,0.00007387436,0.0005099422,0.002931862],"study_design_scores_gemma":[0.000005371349,0.00001962469,0.9984537,0.00002642592,0.00001907276,0.00005022987,0.0005958228,0.00007881066,0.00002681145,0.00002815086,0.0006913448,0.000004569817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908058,0.000949226,0.0001174324,0.001001014,0.00001459065,0.00003995325,0.003232187,0.000008672875,0.003831098],"genre_scores_gemma":[0.9974054,0.0006967139,0.0001172326,0.0001004277,0.00001020533,0.00001729535,0.0008987791,0.000002631592,0.0007512786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04332954,"threshold_uncertainty_score":0.1299363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01312680799036504,"score_gpt":0.33074300848317,"score_spread":0.317616200492805,"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."}}