{"id":"W1970883804","doi":"10.9740/mhc.n163630","title":"FDA pregnancy categories: Help or hindrance?","year":2013,"lang":"en","type":"article","venue":"Mental Health Clinician","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Pharmacists Association","funders":"","keywords":"Pregnancy; Medicine; Risk analysis (engineering); Psychology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002748796,0.0001818939,0.000438373,0.00008197384,0.0002178896,0.00001661265,0.0001301262,0.0001152988,0.002550356],"category_scores_gemma":[0.0001713845,0.0001317639,0.00009366718,0.0002238131,0.0001087911,0.0001973102,0.00003486429,0.0003011157,0.001554056],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002364719,"about_ca_system_score_gemma":0.0008158821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008434427,"about_ca_topic_score_gemma":0.0001903379,"domain_scores_codex":[0.9979833,0.00007382216,0.0007163149,0.0003210316,0.0003348763,0.0005706096],"domain_scores_gemma":[0.9984475,0.000084286,0.0002459374,0.0004450405,0.00006138629,0.0007158214],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003988267,0.001214425,0.04051696,0.001483025,0.00009259567,0.00003730601,0.007209777,2.032239e-7,0.0001442149,0.0004130132,0.2044557,0.7440339],"study_design_scores_gemma":[0.02173141,0.01098797,0.4753836,0.02375112,0.0001221173,0.0007773975,0.01028892,0.0004401129,0.002390091,0.002026018,0.4508763,0.001224934],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5767324,0.03877089,0.0007901576,0.2932699,0.01064801,0.01531228,0.0002234269,0.001215338,0.06303763],"genre_scores_gemma":[0.9460859,0.003031402,0.0009472112,0.02582262,0.0004295525,0.0002342346,0.0001506378,0.00004122409,0.02325723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.742809,"threshold_uncertainty_score":0.9992234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05560364431670099,"score_gpt":0.4000917108601981,"score_spread":0.3444880665434971,"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."}}