{"id":"W1554920528","doi":"10.1155/2009/384926","title":"Assessing the Educational Needs of Canadian Gastroenterologists and Gastroenterology Nurses: Challenges to Optimal Care in Crohn’s Disease","year":2009,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Population Health Research Institute; Axdev Group (Canada)","funders":"Abbott Laboratories","keywords":"Medicine; Family medicine; Crohn's disease; Health care; CLARITY; Qualitative research; Internal medicine; Disease; Exploratory research; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01095848,0.0003112342,0.0004338992,0.001800575,0.008097406,0.002587781,0.00145664,0.001466674,0.001092264],"category_scores_gemma":[0.02927567,0.000374408,0.0004134745,0.001930166,0.001670653,0.001173931,0.002729506,0.001201681,0.0001144069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03814457,"about_ca_system_score_gemma":0.139047,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8686429,"about_ca_topic_score_gemma":0.9262748,"domain_scores_codex":[0.987646,0.002765437,0.0006467619,0.0003365151,0.00462891,0.003976377],"domain_scores_gemma":[0.9696367,0.004190496,0.002774224,0.0002332408,0.01546553,0.007699823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003164514,0.0005401709,0.5283937,0.001831643,0.00008467704,0.001535903,0.2155976,0.0007575297,0.0008909646,0.001114868,0.02127645,0.22766],"study_design_scores_gemma":[0.00005321849,0.0003860247,0.5413479,0.001275141,0.00005168898,0.0004833431,0.4295212,0.0008045246,0.0002788161,0.0004372331,0.02526098,0.00009995794],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596551,0.002502196,0.0003751651,0.02427605,0.0001659502,0.0003864504,0.0002633534,0.00001599111,0.01235971],"genre_scores_gemma":[0.9937028,0.001565369,0.00188447,0.001572638,0.00003282126,0.0001962896,0.0001524355,0.000003907861,0.0008893131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1313571,"threshold_uncertainty_score":0.2767595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01057765755436778,"score_gpt":0.2555598186208205,"score_spread":0.2449821610664527,"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."}}