{"id":"W2968470924","doi":"10.3748/wjg.v25.i30.4246","title":"Inflammatory bowel disease patient profiles are related to specific information needs: A nationwide survey","year":2019,"lang":"en","type":"article","venue":"World Journal of Gastroenterology","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Hadassah Medical Organization","keywords":"Medicine; Psychosocial; Disease; Inflammatory bowel disease; Exploratory factor analysis; Information needs; MEDLINE; Family medicine; Internal medicine; Clinical psychology; Psychiatry; Psychometrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001431059,0.0001543048,0.000321588,0.0009665106,0.000426344,0.0005774571,0.0002635012,0.0005902802,0.001240072],"category_scores_gemma":[0.004127187,0.0002651694,0.0003696155,0.001523199,0.000258112,0.0006898409,0.0007813665,0.0005507643,0.0002470639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004684138,"about_ca_system_score_gemma":0.0005033629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006270726,"about_ca_topic_score_gemma":0.006463195,"domain_scores_codex":[0.9986668,0.0004752938,0.0002190669,0.000160596,0.0002763485,0.0002020146],"domain_scores_gemma":[0.9966917,0.000731202,0.001567174,0.0001416576,0.0003379766,0.000530243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002321254,0.00004785044,0.9989442,0.00001133361,0.00001188834,0.00002142252,0.0002296286,0.000012684,0.00007631754,0.000003987477,0.00005462581,0.0005627805],"study_design_scores_gemma":[0.000002823583,0.00007596274,0.9989868,0.000005143487,0.000005809944,0.00006018059,0.0006813887,0.00006424943,0.00001872806,0.00000312707,0.00009364351,0.000002088671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993176,0.00003843017,0.00003532373,0.00005126156,0.000001280302,0.00002030471,0.0003554221,0.000001250662,0.0001789909],"genre_scores_gemma":[0.9994043,0.00005128605,0.00006724005,0.00003744418,0.000002352086,0.00002695864,0.0003534261,6.794039e-7,0.00005626417],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006270726,"threshold_uncertainty_score":0.01246846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004490854976565972,"score_gpt":0.2023478831789446,"score_spread":0.1978570282023786,"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."}}