{"id":"W4229484756","doi":"10.14740/jem550","title":"Outpatient Endocrine Diagnosis and Treatment of Thyroid Diseases and Disorders in a Portuguese Public University Hospital","year":2019,"lang":"en","type":"article","venue":"Journal of Endocrinology and Metabolism","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Goiter; Thyroid; Euthyroid; Outpatient clinic; Endocrine system; Thyroiditis; Pediatrics; Endocrine disease; Internal medicine; Hormone","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005005508,0.0001330825,0.0002184661,0.001090621,0.0005680042,0.0004546324,0.0003722929,0.0003815206,0.003102965],"category_scores_gemma":[0.00249927,0.0001897404,0.0002383487,0.001645299,0.0002424006,0.0002126171,0.0005789713,0.0003018173,0.0002379665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145127,"about_ca_system_score_gemma":0.002799557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0267517,"about_ca_topic_score_gemma":0.03287654,"domain_scores_codex":[0.9993502,0.0001468546,0.00007516948,0.00008922468,0.0001400535,0.0001983414],"domain_scores_gemma":[0.9982684,0.0002937214,0.0007380355,0.00006660003,0.0001448883,0.0004883381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001075308,0.0001604749,0.978592,0.0002207433,0.00001978661,0.002200316,0.0008526517,0.00008024045,0.0003521985,0.0001055802,0.001409512,0.01589898],"study_design_scores_gemma":[0.00002187435,0.0001781591,0.9889588,0.0001987929,0.00002942701,0.00388892,0.002977669,0.000198242,0.000121568,0.00006767952,0.00334745,0.00001148237],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941577,0.001281179,0.0001086255,0.0004362986,0.00002072242,0.00004389569,0.0009561795,0.00001454588,0.002980855],"genre_scores_gemma":[0.9973858,0.001088511,0.0002272221,0.0001542627,0.00003462753,0.00002630653,0.0006088398,0.00000406136,0.000470396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0267517,"threshold_uncertainty_score":0.05319196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01018671672440376,"score_gpt":0.2379143302369039,"score_spread":0.2277276135125001,"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."}}