{"id":"W4328054906","doi":"10.1136/gutjnl-2022-329304","title":"Australian inflammatory bowel disease consensus statements for preconception, pregnancy and breast feeding","year":2023,"lang":"en","type":"article","venue":"Gut","topic":"Pregnancy and Medication Impact","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Dr. Falk Pharma; Takeda Pharmaceutical Company","keywords":"Medicine; Pregnancy; Inflammatory bowel disease; Multidisciplinary approach; Sigmoidoscopy; Family medicine; Disease; Intensive care medicine; Gynecology; Internal medicine; Colorectal cancer; Colonoscopy","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":[0.1046197,0.001110666,0.001700257,0.005503461,0.002898003,0.003108756,0.004492452,0.005379133,0.005435154],"category_scores_gemma":[0.1542376,0.001120172,0.003923858,0.00434968,0.001727956,0.001587763,0.006287926,0.008959082,0.002811454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009330102,"about_ca_system_score_gemma":0.04555824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01622211,"about_ca_topic_score_gemma":0.01926101,"domain_scores_codex":[0.8950731,0.05364074,0.02506352,0.001724381,0.02156476,0.002933442],"domain_scores_gemma":[0.8227797,0.04229789,0.02422079,0.004636829,0.09398566,0.01207916],"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":[0.0006245639,0.0003171636,0.007467886,0.02298669,0.0004046962,0.001111971,0.005716015,0.00164662,0.001684161,0.01540412,0.6110075,0.3316286],"study_design_scores_gemma":[0.0002459598,0.0002236566,0.01296331,0.02033575,0.0002294391,0.0008339065,0.0016527,0.0007100308,0.0007304624,0.007712165,0.9542254,0.0001371431],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01664411,0.136368,0.07443946,0.4992233,0.07565058,0.03064043,0.0130433,0.0006159776,0.153375],"genre_scores_gemma":[0.162761,0.1214136,0.4475132,0.09684625,0.01046297,0.0589386,0.02370038,0.0005033856,0.07786057],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1046197,"threshold_uncertainty_score":0.5532885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0462503303764444,"score_gpt":0.3612447860302595,"score_spread":0.3149944556538151,"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."}}