{"id":"W4224319872","doi":"10.3390/biomedicines10040749","title":"Is There a Best First Line Biological/Small Molecule in IBD: Are We Ready for Sequencing?","year":2022,"lang":"en","type":"review","venue":"Biomedicines","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Ulcerative colitis; Medicine; Inflammatory bowel disease; Disease; Inflammatory Bowel Diseases; Crohn's disease; First line; Pregnancy; Intensive care medicine; Gastrointestinal tract; Biological drugs; Colitis; Immunology; Bioinformatics; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003206212,0.0005600596,0.0009905534,0.0002209786,0.0001146636,0.00001749375,0.0005650351,0.0005541915,0.0001941871],"category_scores_gemma":[0.0002619926,0.0004154056,0.0004307207,0.0002789919,0.0001663109,0.000002106954,0.0002655593,0.0002193621,0.00002572909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000124481,"about_ca_system_score_gemma":0.0004090237,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003055521,"about_ca_topic_score_gemma":0.0001179779,"domain_scores_codex":[0.9977282,0.0001429166,0.0006731786,0.0008423927,0.000158947,0.0004543629],"domain_scores_gemma":[0.9985562,0.00007438307,0.0004317185,0.0007074018,0.00007432199,0.0001559519],"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":[0.0007870238,0.001266692,0.002261946,0.09923646,0.001618996,0.003542846,0.0004071153,0.000007866641,0.001505239,0.00013606,0.06029391,0.8289359],"study_design_scores_gemma":[0.0005684496,0.0004839801,0.00003167936,0.002887457,0.0002320897,0.00003327784,0.0001349986,0.000004057534,0.00003097555,0.00002348125,0.9950929,0.0004766746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001720753,0.9948168,0.0000322851,0.000183503,0.0003570638,0.001506174,0.001090425,0.00002941063,0.0002635354],"genre_scores_gemma":[0.0001436437,0.9934652,0.0001167804,0.0003877739,0.0008915354,0.001175208,0.002764837,0.00009395229,0.000961071],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.934799,"threshold_uncertainty_score":0.9998298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1379163978829988,"score_gpt":0.3490647907146762,"score_spread":0.2111483928316774,"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."}}