{"id":"W2995395350","doi":"10.1089/thy.2019.0486","title":"A Survey of American Thyroid Association Members Regarding the 2015 Adult Thyroid Nodule and Differentiated Thyroid Cancer Clinical Practice Guidelines","year":2019,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Thyroid cancer; Family medicine; Clinical Practice; Thyroid; Thyroid nodules; Cross-sectional study; Internal medicine; Pathology","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":[0.005161359,0.0001947104,0.0003115025,0.001679947,0.0004583846,0.0006024044,0.0004848128,0.0008639774,0.002774325],"category_scores_gemma":[0.0186733,0.0002898642,0.0003242676,0.002639268,0.0003552477,0.001259132,0.0008215976,0.0007326922,0.0008178529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007204209,"about_ca_system_score_gemma":0.0009515248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007389809,"about_ca_topic_score_gemma":0.007376872,"domain_scores_codex":[0.9956679,0.001659759,0.0008648149,0.0003928684,0.00108342,0.0003312154],"domain_scores_gemma":[0.9824723,0.004261933,0.008682189,0.0004354819,0.002726697,0.00142138],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006314961,0.0001689282,0.9878343,0.00006916677,0.00002365501,0.00007926441,0.001764643,0.00005665971,0.0002057781,0.00003886607,0.003953051,0.005742544],"study_design_scores_gemma":[0.00001719384,0.0002661385,0.9914821,0.0000697568,0.00001370612,0.0002708045,0.004421182,0.0003370831,0.00008436614,0.00002646011,0.002999642,0.00001160633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926873,0.0001592728,0.0002248219,0.000820006,0.00002374125,0.0001934753,0.003975625,0.00001299435,0.001902693],"genre_scores_gemma":[0.9935054,0.0004565733,0.0007947863,0.001040345,0.00005643982,0.0005240657,0.002826785,0.000006721953,0.0007887359],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007389809,"threshold_uncertainty_score":0.02729619,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04216428243997691,"score_gpt":0.3875034798046679,"score_spread":0.345339197364691,"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."}}