{"id":"W4409147690","doi":"10.1016/j.semperi.2025.152074","title":"Pain medication use during pregnancy","year":2025,"lang":"en","type":"review","venue":"Seminars in Perinatology","topic":"Pediatric Pain Management Techniques","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pregnancy; Acetaminophen; Intensive care medicine; Adverse effect; Analgesic; Nonsteroidal; Anesthesia; Pharmacology","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"],"consensus_categories":[],"category_scores_codex":[0.0004146777,0.0004029289,0.001824104,0.001369129,0.00004140635,0.00001197775,0.0003537725,0.0007530493,0.000246212],"category_scores_gemma":[0.003239817,0.0003910322,0.000268731,0.0008369327,0.0001176312,0.00007153716,0.0002889624,0.0007458963,0.00002298257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004472584,"about_ca_system_score_gemma":0.0003314555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001419876,"about_ca_topic_score_gemma":0.000005985833,"domain_scores_codex":[0.9972749,0.0006256507,0.0007797672,0.0006642331,0.0002152103,0.0004402597],"domain_scores_gemma":[0.9975994,0.001181785,0.0002953474,0.0008065798,0.00003916271,0.00007770649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006499991,0.00008444855,0.001774225,0.07697026,0.00006272555,0.001195018,0.00002579423,1.170326e-8,8.663113e-8,0.0001365107,0.006865466,0.9128789],"study_design_scores_gemma":[0.0001870107,0.00005419669,0.0002528222,0.1194325,0.0004098267,0.0002222187,0.00001041141,0.000005092164,4.238511e-7,0.00008248079,0.8791088,0.000234223],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002641961,0.9947323,0.0000937422,0.0001034247,0.0001719935,0.001693082,0.00003115435,0.0003007479,0.002847107],"genre_scores_gemma":[0.00003800693,0.9902118,0.002121641,0.00007952575,0.00005525522,0.001387922,0.0003619145,0.00004528848,0.005698642],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9126447,"threshold_uncertainty_score":0.9998541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02503309882150355,"score_gpt":0.3452641251319001,"score_spread":0.3202310263103966,"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."}}