{"id":"W7029479592","doi":"","title":"The information needs and preferences of persons with longstanding IBD","year":2012,"lang":"en","type":"dataset","venue":"Mspace (University of Manitoba)","topic":"Physics and Engineering Research Articles","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Information needs; Cohort; Medical information; Consistency (knowledge bases); Disease; Cohort study; Ranking (information retrieval); Needs assessment","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007561521,0.00007768258,0.000106662,0.00009877171,0.00008591338,0.00002044415,0.0001545538,0.00004300465,0.000002259366],"category_scores_gemma":[0.000004871551,0.00006673153,0.00001915024,0.0001185649,0.00009492978,0.000284129,0.00005613156,0.0001232623,0.000005478456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002726456,"about_ca_system_score_gemma":0.00001140336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004294751,"about_ca_topic_score_gemma":0.01114504,"domain_scores_codex":[0.9996334,0.000006959091,0.00003908356,0.00002762046,0.0001531438,0.0001397988],"domain_scores_gemma":[0.99971,0.00004640698,0.00003785766,0.0001289474,0.00002955628,0.00004729077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003700706,0.00001407961,0.00124371,0.0008844507,0.0002137057,0.000001354353,0.0008585484,0.001946364,0.000132212,0.0001326054,0.9899672,0.004568753],"study_design_scores_gemma":[0.0006080389,0.0002223727,0.02472491,0.0003948777,0.0001882593,0.000005396332,0.0429195,0.006750323,0.0002076956,0.0001356143,0.9234087,0.0004342879],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6574461,0.0005289107,0.0007838325,0.0001111626,0.0001007185,0.0002075589,0.3403706,0.00005806955,0.0003930391],"genre_scores_gemma":[0.9639571,0.00131464,0.0001472182,9.967664e-7,0.00002957691,4.491219e-7,0.03453551,0.00000856925,0.000005978403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.306511,"threshold_uncertainty_score":0.6219195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01214411190995545,"score_gpt":0.1765369374395207,"score_spread":0.1643928255295652,"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."}}