{"id":"W4206360426","doi":"10.23736/s2724-6507.20.03176-4","title":"Subclinical hypothyroidism","year":2021,"lang":"en","type":"article","venue":"Minerva Endocrinology","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Subclinical infection; Guideline; Medicine; Population; Reference range; Physiology; Internal medicine; Pediatrics; Endocrinology; Environmental health; 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":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"other","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001058451,0.000772377,0.0009294283,0.001532521,0.0009013939,0.001480238,0.0007908273,0.0008597907,0.01471887],"category_scores_gemma":[0.00304059,0.0001579002,0.001094273,0.0009592459,0.0006133603,0.0005944451,0.001019556,0.001240991,0.003957521],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001253277,"about_ca_system_score_gemma":0.00162473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005483403,"about_ca_topic_score_gemma":0.007515057,"domain_scores_codex":[0.9985247,0.0003221153,0.0002003807,0.000226344,0.0005271279,0.0001994338],"domain_scores_gemma":[0.9988152,0.0002548001,0.0002635603,0.00007475266,0.0004639093,0.0001277714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001125178,0.0002916362,0.1134789,0.00701077,0.0006467141,0.00946513,0.001425591,0.0005094048,0.00873035,0.01488619,0.1753609,0.6670691],"study_design_scores_gemma":[0.0002524007,0.0006606801,0.1152518,0.007341647,0.0007863006,0.07010783,0.001096867,0.0006800933,0.003311494,0.008906959,0.7914259,0.0001779842],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1060399,0.3381202,0.04176053,0.01484294,0.007297547,0.002975625,0.01669871,0.00220177,0.4700629],"genre_scores_gemma":[0.7216465,0.1280067,0.0192745,0.0170022,0.003695939,0.001213734,0.01553395,0.0002767284,0.09334978],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.01471887,"threshold_uncertainty_score":0.04923952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02900398899469173,"score_gpt":0.306978049389999,"score_spread":0.2779740603953073,"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."}}