{"id":"W2763416706","doi":"10.1097/mib.0000000000001279","title":"Large Registry Epidemiology in IBD","year":2017,"lang":"en","type":"review","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Epidemiology; Pharmacoepidemiology; Medicine; Inflammatory bowel disease; Context (archaeology); Family medicine; Strengths and weaknesses; Disease; MEDLINE; Data science; Pathology; Computer science; Psychology; Geography; Medical prescription","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":[0.009338379,0.0005121934,0.001531054,0.006534725,0.0002954381,0.002411953,0.00111417,0.001591845,0.003988526],"category_scores_gemma":[0.02608591,0.0003672151,0.001179897,0.01035538,0.0009976827,0.002546355,0.001893796,0.001737653,0.0008894175],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001329788,"about_ca_system_score_gemma":0.004136226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002039821,"about_ca_topic_score_gemma":0.002133782,"domain_scores_codex":[0.9951823,0.002423455,0.0009000914,0.0004434861,0.0009284565,0.0001222006],"domain_scores_gemma":[0.9728454,0.02066093,0.003282493,0.0009588763,0.001936065,0.0003161641],"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":[0.00008896659,0.00003054085,0.003634863,0.04578844,0.0006139957,0.0001484416,0.0003080222,0.0004483712,0.00016244,0.03062882,0.05150013,0.8666469],"study_design_scores_gemma":[0.00004385861,0.00005494852,0.00820181,0.05639008,0.0006591757,0.00161615,0.0003025871,0.0001675659,0.0001696371,0.01012782,0.9222213,0.00004511944],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002112011,0.9948786,0.0007402212,0.00185599,0.0004373672,0.0000280027,0.000191664,0.00002096877,0.001635991],"genre_scores_gemma":[0.003046515,0.9942204,0.001033342,0.0006447322,0.0005112824,0.00005503774,0.0002249573,0.000006258456,0.0002575503],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009338379,"threshold_uncertainty_score":0.04938668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04607229594520316,"score_gpt":0.3487112696103587,"score_spread":0.3026389736651555,"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."}}