{"id":"W4371780141","doi":"10.1097/hep.0000000000000275","title":"The key role of hepatology providers in optimizing reproductive care in patients with liver disease: A call to action","year":2023,"lang":"en","type":"article","venue":"Hepatology","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Unintended pregnancy; Pregnancy; Reproductive health; Liver disease; Call to action; Hepatology; Context (archaeology); Disease; Population; Family planning; Abortion; Family medicine; Obstetrics; Gynecology; Reproductive medicine; Health care; Intensive care medicine; Internal medicine; Environmental health","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":[0.000137115,0.00009176622,0.0002518786,0.0002289986,0.00003675876,0.000002377245,0.00007385003,0.000073265,0.000007372629],"category_scores_gemma":[0.000621082,0.00006436236,0.00002617812,0.0004642889,0.0001054345,0.0000622858,0.00004094229,0.0001655308,0.00001513687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392585,"about_ca_system_score_gemma":0.0003003608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004789084,"about_ca_topic_score_gemma":0.001581495,"domain_scores_codex":[0.9989415,0.0001198534,0.0002272877,0.0002936328,0.0001434185,0.0002743312],"domain_scores_gemma":[0.9992651,0.00009730193,0.00008250367,0.0003360995,0.0001102255,0.0001088111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001766277,0.00008378855,0.9806362,0.00007945758,0.00001911185,0.00004972448,0.00484631,0.00003690687,0.00004486085,0.00008222195,0.000297101,0.01205804],"study_design_scores_gemma":[0.001690103,0.0004108367,0.9913188,0.0002055,0.00003165412,0.000008755876,0.001318908,0.0006675715,0.000416642,0.00005129458,0.003797109,0.00008285038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950294,0.000781475,0.0000145072,0.003020159,0.0001060144,0.0007894672,0.000006768662,0.00003499055,0.0002172436],"genre_scores_gemma":[0.9992145,0.0001575812,0.0001155158,0.0002290446,0.00001674477,0.000148631,0.00003772045,0.0000121554,0.00006805804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01197519,"threshold_uncertainty_score":0.2624621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0145323313441032,"score_gpt":0.277757384603703,"score_spread":0.2632250532595998,"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."}}