{"id":"W4288476388","doi":"10.2196/35631","title":"Cell Phone Availability and Usage for mHealth and Intervention Delivery to Persons Living With HIV in a Low-Resource Setting: Cross-sectional Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fogarty International Center; National Institute on Alcohol Abuse and Alcoholism","keywords":"mHealth; Phone; Intervention (counseling); Resource (disambiguation); Cross-sectional study; Mobile phone; Human immunodeficiency virus (HIV); Medicine; Psychology; Environmental health; Internet privacy; Computer science; Nursing; Psychological intervention; Family medicine; Telecommunications","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":[0.001338455,0.0002480025,0.000288879,0.0008562898,0.0009852148,0.001086103,0.0005980198,0.0007651577,0.001687942],"category_scores_gemma":[0.002956772,0.0005051779,0.0005318839,0.001306487,0.00032223,0.0009798724,0.0008721211,0.0008838624,0.0004760315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00044175,"about_ca_system_score_gemma":0.0004480603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050578,"about_ca_topic_score_gemma":0.01576038,"domain_scores_codex":[0.9991063,0.0003183029,0.0001189733,0.0001379066,0.0001739525,0.0001444439],"domain_scores_gemma":[0.9977083,0.0004812878,0.001056698,0.0001313029,0.0002778657,0.0003445013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003539178,0.00008808238,0.9988023,0.00001961601,0.00003082552,0.00003709526,0.0003517653,0.00001046596,0.00006314187,0.000007007804,0.00006623498,0.0004881773],"study_design_scores_gemma":[0.000006132659,0.0002128708,0.9977152,0.0000223672,0.00002907448,0.0001426987,0.001564748,0.0001100445,0.00003098146,0.000007653478,0.000153819,0.000004361395],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990219,0.0001244007,0.00005760385,0.00002500822,0.000003479743,0.00004443514,0.0004823779,0.000001431535,0.0002394173],"genre_scores_gemma":[0.9992797,0.0001162011,0.00009969492,0.00005330654,0.00000600686,0.00006206549,0.000242132,0.000001280603,0.0001396333],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01050578,"threshold_uncertainty_score":0.02088922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08228947707020057,"score_gpt":0.4896448409881955,"score_spread":0.4073553639179949,"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."}}