{"id":"W3008714441","doi":"10.2196/15098","title":"Efficacy of a Mobile Texting App (HepTalk) in Encouraging Patient Participation in Viral Hepatitis B Care: Development and Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Gilead Foundation; Gilead Sciences","keywords":"Medicine; mHealth; Hepatitis B; Health care; Family medicine; Intervention (counseling); Cohort; Nursing; Psychological intervention; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007752213,0.0006607059,0.0006311983,0.0005446829,0.0009761461,0.0009059504,0.0006085722,0.0007089158,0.001851062],"category_scores_gemma":[0.01001095,0.0004208062,0.001029287,0.0003653905,0.0005819133,0.001115411,0.001060557,0.001150426,0.0004851133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007314588,"about_ca_system_score_gemma":0.001840263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004351235,"about_ca_topic_score_gemma":0.004599833,"domain_scores_codex":[0.9976036,0.001193172,0.0002071629,0.0002800405,0.0004189394,0.000297102],"domain_scores_gemma":[0.9948111,0.001890865,0.0008457985,0.0005647641,0.001080115,0.0008074338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.04084584,0.2004817,0.5674439,0.001486775,0.001355725,0.0006383088,0.02300506,0.0006312265,0.007851228,0.0002399504,0.002378856,0.1536414],"study_design_scores_gemma":[0.01085001,0.324527,0.644965,0.0002335668,0.001211513,0.0002905417,0.007342225,0.002215959,0.004229311,0.0001149143,0.003869551,0.0001504028],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983059,0.00002960096,0.0001063703,0.00002814771,0.000009077077,0.001170041,0.0001190782,0.000007043272,0.0002248485],"genre_scores_gemma":[0.9931641,0.0002019253,0.001589073,0.00008918912,0.00002318276,0.003568354,0.0003609844,0.000009390455,0.0009937233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007752213,"threshold_uncertainty_score":0.0409981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04914896388534892,"score_gpt":0.4324130272044817,"score_spread":0.3832640633191328,"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."}}