{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02403944,0.000902561,0.002128035,0.001578204,0.008916911,0.01433298,0.003989101,0.02128662,0.02474291],"category_scores_gemma":[0.06513501,0.001157367,0.002585168,0.001385546,0.006776808,0.0206595,0.01564279,0.04321677,0.005107617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007518298,"about_ca_system_score_gemma":0.04330545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01591532,"about_ca_topic_score_gemma":0.03958383,"domain_scores_codex":[0.977458,0.01289661,0.001251696,0.001080369,0.004422996,0.002890349],"domain_scores_gemma":[0.8903777,0.05343167,0.00501495,0.003171837,0.01329718,0.03470667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001127756,0.0003775127,0.005326871,0.001972766,0.000122568,0.001261668,0.007880902,0.0002884514,0.0003838485,0.01145522,0.7388033,0.232014],"study_design_scores_gemma":[0.0001600203,0.0003137303,0.006555531,0.01507863,0.0001154157,0.001910013,0.01861586,0.0004739852,0.0002600764,0.02512734,0.9311702,0.0002191701],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0009025171,0.01746624,0.001014573,0.9716759,0.00525562,0.00004719122,0.00004052471,0.0001179642,0.003479562],"genre_scores_gemma":[0.03700032,0.09223058,0.01883634,0.8203974,0.02478263,0.0003983767,0.0002327639,0.0002434313,0.005878182],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02474291,"threshold_uncertainty_score":0.1271343,"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."}}