{"id":"W4414571469","doi":"10.1016/j.jdrv.2025.09.006","title":"Alopecia areata and adverse pregnancy outcomes: A systematic review and meta-analysis","year":2025,"lang":"en","type":"article","venue":"JAAD reviews.","topic":"Hair Growth and Disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Hospital for Sick Children; University of Calgary; McMaster University; SickKids Foundation; University of Toronto; Western University","funders":"","keywords":"Alopecia areata; Adverse effect; Pregnancy; MEDLINE; Epidemiology","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":[],"consensus_categories":[],"category_scores_codex":[0.000591751,0.0002556071,0.004291079,0.0001817967,0.00005472251,0.00001439469,0.00008943692,0.00005863058,0.000285837],"category_scores_gemma":[0.001126699,0.0001391347,0.0009470641,0.0007954105,0.00004934631,0.00007206727,0.00006407836,0.000106757,0.00006018771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000159392,"about_ca_system_score_gemma":0.000035365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002009183,"about_ca_topic_score_gemma":0.00004964574,"domain_scores_codex":[0.9982658,0.0002136417,0.0008270032,0.000363976,0.0001505625,0.0001790393],"domain_scores_gemma":[0.9987653,0.0001016627,0.0001850752,0.0007356163,0.00006342432,0.0001488846],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.000003135573,0.00007648218,0.007433084,0.9272444,0.06038437,0.00002118933,0.0001308854,5.382617e-8,5.474423e-7,0.0004346658,0.003598457,0.0006727771],"study_design_scores_gemma":[0.0004269621,0.00002735003,0.002640296,0.02422665,0.9623699,0.000009268913,0.00006537409,0.000005784358,6.300317e-7,0.00004910992,0.01002209,0.0001565701],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009683705,0.9877685,0.0001975984,0.003481281,0.00001591064,0.00356644,0.00001287495,0.00003038954,0.004830202],"genre_scores_gemma":[0.01689277,0.91663,0.001337342,0.03137482,0.000008808561,0.001134037,0.000064648,0.00002882174,0.03252876],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9030177,"threshold_uncertainty_score":0.5673749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05031662296559245,"score_gpt":0.3453249877781844,"score_spread":0.295008364812592,"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."}}