{"id":"W2147739504","doi":"10.1186/1472-6963-11-137","title":"Health service utilization in IBD: comparison of self-report and administrative data","year":2011,"lang":"en","type":"article","venue":"BMC Health Services Research","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":70,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Manitoba Health; University of Manitoba","funders":"Janssen Canada; Crohn's and Colitis Foundation of Canada; Crohn's and Colitis Foundation; Canadian Institutes of Health Research; Abbott Canada","keywords":"Medicine; Family medicine; Health administration; Health care; Health informatics; Public health; Nursing research; Concordance; Population; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002524041,0.0001302534,0.0002591177,0.0001364632,0.0001403074,0.00001666946,0.0005302022,0.0001136511,0.00001865697],"category_scores_gemma":[0.0000379143,0.0001340871,0.00001549811,0.0003314679,0.00006605115,0.0000199181,0.0005579702,0.0001823438,0.000007080484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004740365,"about_ca_system_score_gemma":0.002219975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002202089,"about_ca_topic_score_gemma":0.03166608,"domain_scores_codex":[0.997133,0.0007635127,0.000650121,0.0005659307,0.0003960326,0.0004914431],"domain_scores_gemma":[0.9980612,0.00003502324,0.0002689517,0.000976484,0.0003386212,0.0003196665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005976545,0.0005802606,0.983964,0.005375476,0.00002764602,0.00003452456,0.007514339,0.000005600619,0.0003001817,0.0001553891,0.0001871046,0.001257848],"study_design_scores_gemma":[0.000603255,0.0003631317,0.98764,0.0001550633,0.000002993581,0.00001561805,0.004899572,0.003523827,0.0008021189,0.00003981125,0.001834216,0.0001203655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966689,0.001519618,0.00009901242,0.0001419275,0.000041086,0.0008362145,0.0001033295,0.00001421975,0.0005756976],"genre_scores_gemma":[0.9957815,0.0003663666,0.002373317,0.0003823368,0.00005173222,0.00003081565,0.0009686346,0.00002035828,0.00002494787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02946399,"threshold_uncertainty_score":0.9860035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2312681633125384,"score_gpt":0.4879779982424082,"score_spread":0.2567098349298698,"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."}}