{"id":"W4408699140","doi":"10.1089/ct.2025;37.113-116","title":"Harnessing Rural Surgical Expertise to Tackle Inequalities in Thyroid Cancer Care","year":2025,"lang":"en","type":"article","venue":"Clinical Thyroidology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Thyroid cancer; Inequality; Thyroid; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.005660617,0.0002937224,0.0003316563,0.001039184,0.002471075,0.003779275,0.001555024,0.001445383,0.02277059],"category_scores_gemma":[0.0243591,0.0002302489,0.000485355,0.001132817,0.003093896,0.003020086,0.0101818,0.00305651,0.00133872],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003621369,"about_ca_system_score_gemma":0.02134323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0114686,"about_ca_topic_score_gemma":0.02980751,"domain_scores_codex":[0.9953085,0.002814807,0.00006776366,0.0002119769,0.0003730874,0.00122392],"domain_scores_gemma":[0.9817095,0.008096651,0.001234144,0.0006138025,0.001118729,0.007227166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003661583,0.001368699,0.1181128,0.002429694,0.0004186031,0.0009371881,0.02693163,0.005330809,0.002436553,0.1463635,0.1159544,0.5793499],"study_design_scores_gemma":[0.0003760724,0.001692072,0.1434125,0.004660172,0.0003281438,0.0006729315,0.08370163,0.007054025,0.001284437,0.4090534,0.3476109,0.000153598],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2974768,0.009456326,0.03093106,0.5389466,0.002471957,0.0001996143,0.0006363434,0.0002212358,0.1196601],"genre_scores_gemma":[0.9723458,0.002894256,0.004281676,0.015274,0.0008387665,0.0001047775,0.0001319969,0.00006736455,0.004061338],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02277059,"threshold_uncertainty_score":0.07617521,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05984316007284872,"score_gpt":0.50210557032683,"score_spread":0.4422624102539813,"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."}}