{"id":"W2288733547","doi":"10.1038/ajg.2015.430","title":"ACG Clinical Guideline: Liver Disease and Pregnancy","year":2016,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Liver Disease and Transplantation","field":"Medicine","cited_by":300,"is_retracted":false,"has_abstract":true,"ca_institutions":"Gilead Sciences (Canada)","funders":"","keywords":"Medicine; Guideline; Pregnancy; Disease; Liver disease; Intensive care medicine; Clinical Practice; Fetus; Obstetrics; Gynecology; Family medicine; Pathology; Internal medicine","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":[0.0002554831,0.00007427894,0.0002956753,0.0000488834,0.00002421033,0.000003599869,0.00008962851,0.00001040542,0.00004105047],"category_scores_gemma":[0.00003117039,0.00003380512,0.0001191792,0.00003087251,0.0004818604,0.00006499809,0.00001924983,0.000102294,0.000008170322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009815398,"about_ca_system_score_gemma":0.00005054368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004242779,"about_ca_topic_score_gemma":0.000002273533,"domain_scores_codex":[0.9990137,0.0002150045,0.0004093772,0.00009242635,0.0001220828,0.0001474179],"domain_scores_gemma":[0.9990391,0.000116015,0.0003447057,0.000137318,0.0001133896,0.0002494298],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01861876,0.0001112123,0.9530077,0.00001184435,0.0004566383,0.0004288596,0.00007692423,4.398854e-7,0.0002551159,0.00002056399,0.0006131431,0.02639882],"study_design_scores_gemma":[0.002564359,0.007452213,0.9875557,0.0002712196,0.0010834,0.0006775263,0.00004513792,0.00001230473,0.00001460717,0.0001337515,0.0001607228,0.00002903896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865083,0.0004448998,0.003637896,0.009222114,0.00008883873,0.00007126683,0.000008858554,0.000005465742,0.00001235534],"genre_scores_gemma":[0.9941255,0.002765917,0.000487305,0.002367422,0.0002077027,0.000001285065,9.897728e-7,0.000007723832,0.0000361077],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03454804,"threshold_uncertainty_score":0.1775435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01869537059561586,"score_gpt":0.3119645685308532,"score_spread":0.2932691979352373,"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."}}