{"id":"W2977507351","doi":"10.14309/00000434-201510001-01775","title":"Evaluation of a Novel, Icon-Based Symptom Assessment Tool for Gastroenterology","year":2015,"lang":"en","type":"article","venue":"The American Journal of Gastroenterology","topic":"Helicobacter pylori-related gastroenterology studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Bloating; Internal medicine; Heartburn; Rating scale; Nausea; Abdominal pain; Gastroenterology","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":[0.00765941,0.0009883167,0.0007103948,0.00123353,0.0002135912,0.0008525021,0.0006915439,0.0006436725,0.002814084],"category_scores_gemma":[0.02727018,0.000186066,0.0009899857,0.0006100694,0.0003380977,0.0009583384,0.001072161,0.0005095095,0.0008552211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005060893,"about_ca_system_score_gemma":0.000623178,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003863058,"about_ca_topic_score_gemma":0.000611688,"domain_scores_codex":[0.993057,0.00449124,0.0007801847,0.0003789856,0.001054887,0.0002376642],"domain_scores_gemma":[0.9811906,0.01182202,0.002086033,0.0007887046,0.003439112,0.0006736203],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00849395,0.003179049,0.2410553,0.006324954,0.0004972931,0.001152065,0.006171682,0.00301548,0.02688978,0.0006265283,0.01974335,0.6828506],"study_design_scores_gemma":[0.003108256,0.02514236,0.844598,0.002038827,0.001131877,0.006471071,0.004989676,0.03331384,0.02422448,0.001469254,0.05289641,0.0006159039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449223,0.001832743,0.03353408,0.001087351,0.0004443846,0.007677197,0.003167321,0.001057307,0.006277348],"genre_scores_gemma":[0.8497968,0.000967794,0.137465,0.0006944694,0.0001955251,0.00744136,0.002151916,0.0001014792,0.001185683],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00765941,"threshold_uncertainty_score":0.04050732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04554415603573607,"score_gpt":0.3448028007280836,"score_spread":0.2992586446923475,"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."}}