{"id":"W157139394","doi":"10.1155/2012/735386","title":"The Information Needs and Preferences of Persons with Longstanding Inflammatory Bowel Disease","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":90,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Inflammatory bowel disease; Medicine; Disease; Intensive care medicine; Inflammatory Bowel Diseases; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001435891,0.00006558903,0.0001345531,0.0002302535,0.0005001734,0.00001582124,0.0001260811,0.00004799026,0.0000620452],"category_scores_gemma":[0.0002317951,0.00004006608,0.00002370348,0.00006339083,0.0001895835,0.001552271,0.00001318254,0.0003501437,0.000003635318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009677501,"about_ca_system_score_gemma":0.0008944062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002962044,"about_ca_topic_score_gemma":0.00414929,"domain_scores_codex":[0.998358,0.0002763859,0.0008231813,0.00002162538,0.0001024267,0.0004184578],"domain_scores_gemma":[0.9978662,0.0001371731,0.0008371886,0.000100603,0.0002642516,0.0007945622],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003767599,0.00000273408,0.985817,0.0001250543,0.0000129258,3.834378e-7,0.01128163,0.000003780054,3.864807e-7,0.0006351667,0.000952574,0.0007915733],"study_design_scores_gemma":[0.0005116558,0.0002228717,0.9612588,0.0001256105,0.00001508531,0.00001686736,0.01070779,0.00005573075,5.845366e-7,0.0000445539,0.02701385,0.00002663315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966598,0.0001660236,0.0007732898,0.001261303,0.0003743257,0.0001654315,0.00002958083,0.000002515588,0.0005677135],"genre_scores_gemma":[0.9986648,0.00002648045,0.0001162796,0.001076243,0.00008619998,0.000006348771,0.000003667312,0.000002797397,0.00001719254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02606127,"threshold_uncertainty_score":0.384698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.023126012767816,"score_gpt":0.3151739292373997,"score_spread":0.2920479164695837,"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."}}