{"id":"W2258941992","doi":"10.2196/mhealth.4874","title":"Mobile Phone Apps for Inflammatory Bowel Disease Self-Management: A Systematic Assessment of Content and Tools","year":2016,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Inflammatory Bowel Disease","field":"Biochemistry, Genetics and Molecular Biology","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Inflammatory bowel disease; Mobile phone; Android (operating system); Health care; Phone; mHealth; Disease; Family medicine; World Wide Web; Internal medicine; Computer science; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005223282,0.0001991649,0.0002862902,0.00006875608,0.000129229,0.00002351151,0.0001080679,0.00008197043,0.00000384009],"category_scores_gemma":[0.00004037634,0.0001456955,0.00007195886,0.00003234194,0.00008631375,0.00001685853,0.00009046676,0.00004230547,0.000001870815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005066552,"about_ca_system_score_gemma":0.0002991554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000202741,"about_ca_topic_score_gemma":0.000004783287,"domain_scores_codex":[0.9983742,0.0001268886,0.0005482819,0.0003968372,0.0001705412,0.0003833051],"domain_scores_gemma":[0.9985734,0.00004515614,0.0003104761,0.0003970499,0.0001041191,0.0005698619],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.00514187,0.001557438,0.1550801,0.7834791,0.0007885061,0.0001138281,0.001058068,0.00001528978,0.01305512,0.02099642,0.004336694,0.01437755],"study_design_scores_gemma":[0.01166045,0.001326268,0.9744061,0.005460033,0.0006212775,0.00001499008,0.0009349012,0.0005696127,0.0003989217,0.0004841379,0.003336388,0.0007869583],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924431,0.002783265,0.0008430113,0.00011305,0.00009557287,0.00341528,0.0001694357,0.00002881391,0.0001085102],"genre_scores_gemma":[0.9936467,0.003171956,0.0007274418,0.0003354251,0.00007505614,0.001783156,0.00003950117,0.00002777733,0.0001929889],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.819326,"threshold_uncertainty_score":0.5941291,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02280102634767925,"score_gpt":0.3175042363470907,"score_spread":0.2947032099994114,"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."}}