{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006990869,0.000606462,0.001626253,0.001545683,0.000293944,0.001142185,0.0007959609,0.001268446,0.004736268],"category_scores_gemma":[0.001344759,0.0002027032,0.0006760023,0.001609985,0.0004237395,0.001752901,0.0005566358,0.002045615,0.002347268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005486865,"about_ca_system_score_gemma":0.001120158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007330858,"about_ca_topic_score_gemma":0.001448633,"domain_scores_codex":[0.9997615,0.00006197343,0.00003549571,0.00003391197,0.000083124,0.0000240385],"domain_scores_gemma":[0.9994642,0.0003010103,0.00005807182,0.00001625202,0.0001180903,0.00004245312],"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":[0.0001228947,0.00005793863,0.0001683601,0.02181487,0.0001214569,0.0002629644,0.00006284789,0.0001866882,0.001128359,0.00313008,0.04533506,0.9276084],"study_design_scores_gemma":[0.00002568797,0.0001013663,0.000487328,0.008901889,0.0002041891,0.001420236,0.00009199401,0.00006242395,0.0003113403,0.002809623,0.9855673,0.00001654094],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007119478,0.9979982,0.0001100735,0.0008050936,0.0003332605,0.000003596785,0.00001945045,0.000007943265,0.0006511936],"genre_scores_gemma":[0.0003926841,0.9983367,0.0002068268,0.0004580739,0.0001941045,0.00000552786,0.00002975922,0.000001929403,0.0003745242],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004736268,"threshold_uncertainty_score":0.0158444,"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."}}