{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01033379,0.0002690214,0.0005555546,0.003633928,0.0002393281,0.001441666,0.0006927077,0.0005312473,0.0004601028],"category_scores_gemma":[0.03171011,0.0002586298,0.000784562,0.004515626,0.0004018885,0.0005810203,0.0009384293,0.0005281503,0.0001383556],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001037861,"about_ca_system_score_gemma":0.0006799673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02060907,"about_ca_topic_score_gemma":0.01618068,"domain_scores_codex":[0.9899997,0.006088665,0.0008191937,0.0007449765,0.001967556,0.0003799677],"domain_scores_gemma":[0.9775271,0.01040349,0.007751529,0.001423593,0.002215479,0.0006787838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001314851,0.00003132228,0.9972045,0.00004189933,0.0002567392,0.00001107199,0.0001410112,0.00009719317,0.00002519414,0.0000281988,0.0001083403,0.00192304],"study_design_scores_gemma":[0.0000123676,0.00008225841,0.9983655,0.00003234196,0.00004859138,0.00004223996,0.0002462732,0.0009180205,0.00003717687,0.00002655343,0.000183656,0.000005009925],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959074,0.0009755695,0.0005176826,0.0001463432,0.0000231869,0.00003283762,0.001771017,0.00001339725,0.0006126357],"genre_scores_gemma":[0.9977044,0.0002289673,0.0002610549,0.00004003795,0.00001600285,0.00002702482,0.001664471,0.00000487972,0.00005301901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02060907,"threshold_uncertainty_score":0.05465096,"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."}}