{"id":"W4311290267","doi":"","title":"Transoral endoscopic thyroidectomy vestibular approach for papillary thyroid microcarcinoma: an analysis of clinical outcomes.","year":2022,"lang":"en","type":"article","venue":"PubMed","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Vestibular system; Visual analogue scale; Erythrocyte sedimentation rate; Surgery; Thyroidectomy; Hematoma; Thyroid; White blood cell; Anesthesia; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002424483,0.0003274073,0.001920914,0.0006475814,0.0001704558,0.00001994025,0.0003453574,0.0001495792,0.00005179452],"category_scores_gemma":[0.0002888938,0.0002955763,0.001154445,0.001174446,0.0001591052,0.0001194095,0.00008736318,0.0004739056,0.000001994273],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008017795,"about_ca_system_score_gemma":0.0001600092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007413387,"about_ca_topic_score_gemma":0.000007411186,"domain_scores_codex":[0.9961306,0.0004183291,0.001327758,0.0008059657,0.0005944677,0.0007229152],"domain_scores_gemma":[0.9976835,0.0004215954,0.0003650838,0.0009156024,0.0001150817,0.0004991431],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00118329,0.001798628,0.9849094,0.00009963531,0.002887877,0.00004613669,0.0003396775,0.0007108739,0.001223272,0.0001722855,0.003240246,0.003388658],"study_design_scores_gemma":[0.004284096,0.0006017773,0.984264,0.000001326621,0.003450216,0.00001822956,0.0003781724,0.001539898,0.000409043,0.00003606219,0.004736357,0.0002808575],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907278,0.003189425,0.001689101,0.000284836,0.0003224721,0.002183494,0.0002892542,0.0001128251,0.001200757],"genre_scores_gemma":[0.991137,0.00004725334,0.002520256,0.0009949659,0.0002070003,0.003101337,0.0008565115,0.00006895939,0.001066708],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003142172,"threshold_uncertainty_score":0.9999496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0699719517440703,"score_gpt":0.3193707172011151,"score_spread":0.2493987654570448,"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."}}