{"id":"W2749816650","doi":"10.1097/mib.0000000000001215","title":"Health Care Services in IBD","year":2017,"lang":"en","type":"article","venue":"Inflammatory Bowel Diseases","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Anxiety; Emergency department; Inflammatory bowel disease; Disease; Attendance; Population; Health care; Family medicine; Internal medicine; Psychiatry; Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007242126,0.0001482546,0.0002134176,0.0009450363,0.001051498,0.00106631,0.0005321446,0.000894894,0.02777129],"category_scores_gemma":[0.005061139,0.0001304921,0.0003079961,0.002756675,0.0003460181,0.0007010481,0.001396765,0.001159545,0.001320882],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001882046,"about_ca_system_score_gemma":0.004089514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0329618,"about_ca_topic_score_gemma":0.04128194,"domain_scores_codex":[0.998563,0.0004906584,0.0001504475,0.00008334175,0.000279352,0.0004332044],"domain_scores_gemma":[0.996436,0.0006496623,0.001171635,0.00004925016,0.0002765642,0.001416885],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001087309,0.0005517892,0.7758536,0.001986011,0.00008120684,0.001225716,0.002080145,0.0001529916,0.0001747864,0.00262324,0.05955728,0.1556046],"study_design_scores_gemma":[0.00006945931,0.0001753785,0.9250575,0.002346498,0.00004787815,0.00144717,0.003511035,0.0001710734,0.00004025075,0.0007332248,0.0663878,0.0000126903],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6859288,0.05077739,0.0003971155,0.1082271,0.001654031,0.00057849,0.009650115,0.00008279167,0.1427041],"genre_scores_gemma":[0.9509642,0.02036699,0.0009907415,0.01618441,0.001018153,0.0004322771,0.002623249,0.00001948959,0.007400548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0329618,"threshold_uncertainty_score":0.09290421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006313341438465228,"score_gpt":0.2589914242220099,"score_spread":0.2526780827835446,"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."}}