{"id":"W4382502182","doi":"10.1080/1744666x.2023.2231148","title":"Real-world experience with subcutaneous infliximab: broadening treatment strategies for inflammatory bowel disease","year":2023,"lang":"en","type":"review","venue":"Expert Review of Clinical Immunology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Celltrion Healthcare","keywords":"Infliximab; Medicine; Inflammatory bowel disease; Disease; Crohn's disease; Immunology; 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":[0.0006183495,0.0009744273,0.003335742,0.0001608334,0.0001254162,0.00003711532,0.0009447335,0.0005919339,0.00005755747],"category_scores_gemma":[0.0009062685,0.0007053363,0.001978599,0.0002152405,0.000872633,0.00001878362,0.0003127797,0.0003348922,0.00006086467],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009528839,"about_ca_system_score_gemma":0.003047573,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002778146,"about_ca_topic_score_gemma":0.0000779737,"domain_scores_codex":[0.9935872,0.0008621373,0.003304074,0.001287726,0.0002736388,0.0006852115],"domain_scores_gemma":[0.9949731,0.0005380838,0.001903217,0.001943778,0.0003115839,0.0003302346],"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":[0.003890298,0.000903018,0.0005228958,0.1875232,0.00609549,0.002332619,0.0002095154,0.000007877867,0.00006692819,0.001659422,0.004183943,0.7926048],"study_design_scores_gemma":[0.0008399086,0.0009511242,0.0002449529,0.04557112,0.001013693,0.00004213975,0.00006174968,0.000003030939,0.000007713905,0.00002351586,0.9504765,0.0007645973],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008647715,0.9946283,0.0000435648,0.00003781766,0.0006384045,0.003236321,0.0001657957,0.00008917576,0.0002958659],"genre_scores_gemma":[0.00003195949,0.9925021,0.0004720685,0.0002141438,0.0007687473,0.00365007,0.00101912,0.0002084686,0.00113334],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9462925,"threshold_uncertainty_score":0.9995398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06644882670010094,"score_gpt":0.4370631179728604,"score_spread":0.3706142912727595,"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."}}