{"id":"W4234301760","doi":"10.2310/7070.2001.20932","title":"Endoscopic Thyroidectomy","year":2001,"lang":"it","type":"article","venue":"The Journal of Otolaryngology","topic":"Thyroid and Parathyroid Surgery","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Thyroidectomy; Endoscopy; Surgery; General surgery; Thyroid; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002781654,0.000396899,0.001223119,0.0003995645,0.0001758133,0.00003054934,0.0006905745,0.0003375291,0.00169963],"category_scores_gemma":[0.0006563775,0.000246327,0.000485785,0.0005461858,0.0004334044,0.0002232996,0.0001199138,0.001690115,0.001937198],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001082134,"about_ca_system_score_gemma":0.0005109155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004918395,"about_ca_topic_score_gemma":0.000009220853,"domain_scores_codex":[0.9958575,0.001139418,0.001423213,0.0002065283,0.0005619692,0.0008113818],"domain_scores_gemma":[0.9961591,0.001149391,0.001176801,0.0007119408,0.0003926911,0.000410123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008941626,0.001716994,0.4661624,0.0001832031,0.003132915,0.01622973,0.008417409,0.0001263571,0.1882397,0.001530934,0.3024991,0.002819675],"study_design_scores_gemma":[0.01080019,0.006078902,0.4006689,0.0006455189,0.002747817,0.07873817,0.002094527,0.0001223315,0.006420475,0.001383496,0.4897438,0.000555862],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9136159,0.05854037,0.0004402324,0.007027876,0.003254705,0.0003119399,0.000003621792,0.00002003089,0.01678535],"genre_scores_gemma":[0.9694911,0.01606594,0.000112621,0.002801442,0.003256239,0.000002351397,0.000002224424,0.00006528746,0.008202781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1872447,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02094058947135962,"score_gpt":0.2753922067199724,"score_spread":0.2544516172486128,"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."}}