{"id":"W3121089146","doi":"10.1111/apt.16207","title":"Keep calm and carry on—managing non‐TNF antagonist biologics in pregnancy","year":2021,"lang":"en","type":"letter","venue":"Alimentary Pharmacology & Therapeutics","topic":"Reproductive System and Pregnancy","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Pregnancy; Antagonist; Carry (investment); Internal medicine; Genetics","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","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0002983977,0.0008297811,0.001121564,0.0003332531,0.0003162444,0.00003543001,0.000563913,0.001599173,0.000772999],"category_scores_gemma":[6.741312e-7,0.0007654789,0.0002035727,0.0002542466,0.0006961394,0.00009837399,0.000321066,0.00305476,0.0001990637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001977611,"about_ca_system_score_gemma":0.0001521918,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002011403,"about_ca_topic_score_gemma":0.00002021109,"domain_scores_codex":[0.9950632,0.001512041,0.0007537297,0.001518513,0.00008798834,0.00106455],"domain_scores_gemma":[0.998388,0.0004218089,0.0003658495,0.0007064695,0.00008361578,0.00003426112],"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":[0.0005879605,0.001195673,0.03406378,0.001274558,0.04420922,0.008411814,0.003941757,0.00003279337,0.4231551,0.00006497739,0.4631305,0.0199318],"study_design_scores_gemma":[0.005652191,0.001173437,0.002567597,0.001295952,0.006476806,0.0007828394,0.0005098312,0.000005961953,0.10242,0.0004468661,0.8768393,0.001829265],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0632778,0.3972788,0.00001978594,0.508741,0.02194974,0.003352906,0.000688188,0.0002497991,0.004441914],"genre_scores_gemma":[0.09201915,0.01809819,0.00006233522,0.8777432,0.001565032,0.0003466175,0.002839111,0.0001697423,0.007156563],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.4137088,"threshold_uncertainty_score":0.999697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03680242486704775,"score_gpt":0.2947696672250619,"score_spread":0.2579672423580142,"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."}}