{"id":"W3097225298","doi":"10.1089/thy.2020.0609","title":"Thyroid Laboratory Testing and Management in Women on Thyroid Replacement Before Pregnancy and Associated Pregnancy Outcomes","year":2020,"lang":"en","type":"article","venue":"Thyroid","topic":"Thyroid Disorders and Treatments","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Alberta Children's Hospital; University of Alberta; University of Calgary","funders":"","keywords":"Medicine; Levothyroxine; Pregnancy; Obstetrics; Euthyroid; Odds ratio; Gestational age; Retrospective cohort study; Gestation; Miscarriage; Gestational diabetes; Gynecology; Pediatrics; Thyroid; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005456281,0.0001260617,0.0001765445,0.0006129561,0.0003446271,0.0004476972,0.000374766,0.0002311989,0.0006798147],"category_scores_gemma":[0.003014724,0.0001620835,0.0002009428,0.001393407,0.000313597,0.0001796797,0.0002594191,0.0004511388,0.00006054525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001873435,"about_ca_system_score_gemma":0.00218632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1622125,"about_ca_topic_score_gemma":0.1504068,"domain_scores_codex":[0.9994847,0.00009632117,0.00003818952,0.00006210867,0.0001759822,0.000142684],"domain_scores_gemma":[0.9987041,0.0002154618,0.0007785843,0.00003355764,0.0001159262,0.0001522615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002315839,0.000006161838,0.9989284,0.000004857245,0.000007927394,0.00008166586,0.00003756305,0.00001716878,0.00002808836,0.000007836054,0.00004852932,0.0008086188],"study_design_scores_gemma":[0.000001884124,0.00002400662,0.999231,0.00001665027,0.00001076292,0.0003147623,0.0001341413,0.0000977963,0.00002704529,0.00001237875,0.0001279447,0.000001761836],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975266,0.001112798,0.00003861525,0.0001667435,0.000006870393,0.000008524581,0.0003588666,0.000003307137,0.0007775477],"genre_scores_gemma":[0.9992852,0.000371659,0.00005768221,0.00003120339,0.000005905936,0.000004767162,0.0001687871,8.500116e-7,0.00007397301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1622125,"threshold_uncertainty_score":0.3225366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01882359451019665,"score_gpt":0.2576439841385443,"score_spread":0.2388203896283476,"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."}}