{"id":"W2971378786","doi":"10.1089/thy.2019.0494","title":"Patient Context and Thyrotropin Levels Are Important When Considering Treatment of Subclinical Hypothyroidism","year":2019,"lang":"en","type":"letter","venue":"Thyroid","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Subclinical infection; Context (archaeology); Medicine; Internal medicine; Endocrinology; Pediatrics; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008109371,0.000852829,0.002196598,0.0002369671,0.00008324703,0.00003653838,0.0001214417,0.000874034,0.0001525774],"category_scores_gemma":[0.0001073282,0.0006511896,0.0005399397,0.00008730136,0.0002981916,0.00007540856,0.0001094575,0.0006846715,0.0001056739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002431371,"about_ca_system_score_gemma":0.0002916907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003677713,"about_ca_topic_score_gemma":0.00004953612,"domain_scores_codex":[0.9963171,0.0001265233,0.001298148,0.0009743217,0.0006015357,0.0006823707],"domain_scores_gemma":[0.997148,0.0004270178,0.0009716598,0.001106489,0.000155952,0.0001908921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007926536,0.001359011,0.04231732,0.0005320995,0.002235895,0.00413213,0.001742739,7.860638e-7,0.001740006,0.00004865915,0.9347455,0.01035322],"study_design_scores_gemma":[0.02387994,0.01423156,0.02132615,0.000877949,0.002293251,0.0007732966,0.0008884118,0.00003448138,0.003656303,0.001200725,0.9293957,0.001442192],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6646321,0.05895755,0.00001638618,0.2676225,0.0008450934,0.004244162,0.001329396,0.0001849902,0.002167834],"genre_scores_gemma":[0.6906378,0.007475399,0.001223992,0.2902678,0.001523669,0.0002702452,0.000936215,0.0003983959,0.007266531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05148216,"threshold_uncertainty_score":0.9995939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427986271004924,"score_gpt":0.2766363001917096,"score_spread":0.2323564374816603,"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."}}