{"id":"W2059372615","doi":"10.1002/bdra.20197","title":"A survey of pregnant women using isotretinoin","year":2005,"lang":"en","type":"article","venue":"Birth Defects Research Part A Clinical and Molecular Teratology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"U.S. Food and Drug Administration; University of Missouri","keywords":"Pregnancy; Medicine; Isotretinoin; Medical prescription; Birth control; Family medicine; Teratology; Obstetrics; Gestation; Family planning; Population; Environmental health; Acne; Nursing; Research methodology","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":[0.00202243,0.0001517056,0.0006517193,0.0001492242,0.0001070308,0.00001580877,0.00007701271,0.0002204433,0.00008748613],"category_scores_gemma":[0.001167971,0.0001034503,0.0001101,0.0002851734,0.0005624058,0.0000353859,0.0001553167,0.000381715,0.00002496248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002333462,"about_ca_system_score_gemma":0.0002523485,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009688565,"about_ca_topic_score_gemma":0.00004636759,"domain_scores_codex":[0.9969948,0.001194084,0.0004916655,0.0004257837,0.0002851526,0.0006084959],"domain_scores_gemma":[0.998323,0.0006155086,0.00007313266,0.0003211778,0.0002597201,0.0004074613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001431673,0.001632484,0.9427916,0.0003450626,0.0004262337,0.0008408991,0.0002905947,0.000004870025,0.006189588,0.0003401173,0.001214498,0.04449235],"study_design_scores_gemma":[0.01941839,0.0176144,0.8278908,0.001411068,0.000236466,0.0007645246,0.0001708672,0.00570668,0.02058169,0.0004196574,0.1049968,0.0007887001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953517,0.003281024,0.000086318,0.0003555402,0.00005560817,0.0004878052,0.00001470761,0.00001698844,0.0003503322],"genre_scores_gemma":[0.9979065,0.0008478725,0.0003642825,0.0004480975,0.00007509746,0.0000350076,0.00001736994,0.00001938235,0.0002863996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1149009,"threshold_uncertainty_score":0.421858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1487292879538667,"score_gpt":0.4588032254658612,"score_spread":0.3100739375119945,"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."}}