{"id":"W2793475491","doi":"10.1093/jcag/gwy008.149","title":"A148 SMARTPHONE APPS FOR IBD DISEASE MANAGEMENT: A QUANTITATIVE EVALUATION","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Biological Research and Disease Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Regina Qu'Appelle Health Region; University of Saskatchewan","funders":"","keywords":"Likert scale; Inflammatory bowel disease; Medicine; Smartphone app; App store; Rating scale; Mobile apps; Smartphone application; Android (operating system); Disease; Computer science; World Wide Web; Multimedia; Psychology; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001045465,0.00006498311,0.0001286864,0.00007416337,0.0001282797,0.000009370292,0.0001931209,0.000056872,0.00002206642],"category_scores_gemma":[0.001577242,0.00004613299,0.0001585188,0.00005589794,0.0001185585,0.000004361822,0.00004351055,0.00005907604,0.000001940809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870821,"about_ca_system_score_gemma":0.0002497618,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001091705,"about_ca_topic_score_gemma":0.05472546,"domain_scores_codex":[0.9989637,0.0002531192,0.000227862,0.00009664968,0.0002187565,0.0002398717],"domain_scores_gemma":[0.9983855,0.00002912932,0.0003862793,0.0001055683,0.0009053495,0.000188121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008607731,0.0002208326,0.8112522,0.00006709198,0.001967247,0.000004656099,0.0001238358,0.00009342009,0.00980991,0.001745889,0.163855,0.002252201],"study_design_scores_gemma":[0.004119884,0.00394582,0.957957,0.0000436719,0.0003118667,0.000003986921,0.0001750553,0.0002318386,0.0008939148,0.003634716,0.02858574,0.00009649225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989776,0.0001967457,0.0006422329,0.007714157,0.0004297614,0.0003783282,0.0001666907,0.000001100542,0.0006950322],"genre_scores_gemma":[0.9981366,0.00005389921,0.000416508,0.0008879052,0.0001585535,0.00001420666,0.00001718974,0.000004615193,0.0003105493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1467048,"threshold_uncertainty_score":0.9625233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02120443150037467,"score_gpt":0.3005088437857825,"score_spread":0.2793044122854079,"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."}}