{"id":"W4394586389","doi":"10.2196/55443","title":"Provider Adoption of mHealth in Rural Patient Care: Web-Based Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"mHealth; Web survey; Web application; Business; World Wide Web; Nursing; Internet privacy; Medicine; Computer science; Marketing; Psychological intervention","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":[0.002157763,0.0001492557,0.0002368219,0.0009276165,0.0006244738,0.0005309774,0.0003122405,0.000373285,0.002147313],"category_scores_gemma":[0.006181807,0.0003375063,0.0002681112,0.001678892,0.0003612109,0.0008178381,0.000866532,0.000642466,0.0004617352],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005882439,"about_ca_system_score_gemma":0.000947596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009149434,"about_ca_topic_score_gemma":0.01176097,"domain_scores_codex":[0.9984717,0.0006789172,0.0001936402,0.0001869522,0.0003085694,0.0001602646],"domain_scores_gemma":[0.9948199,0.001428164,0.002277352,0.0001913966,0.0006819261,0.0006012579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003887413,0.0002298464,0.9947044,0.00004397306,0.00002062478,0.00007153225,0.002398966,0.00002563742,0.0002020198,0.00001491181,0.0002459169,0.002003293],"study_design_scores_gemma":[0.00002386432,0.0004371204,0.989426,0.00003760888,0.00001789176,0.0003125422,0.00861526,0.0003831444,0.0001041802,0.00001437605,0.0006194185,0.000008599375],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991426,0.0000299308,0.0000908041,0.00008798501,0.000001290012,0.00006035944,0.0003193337,0.000002050066,0.0002656329],"genre_scores_gemma":[0.9990134,0.0001029097,0.000269044,0.0001605139,0.000005242438,0.0001082925,0.0002176156,0.00000227175,0.0001207209],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009149434,"threshold_uncertainty_score":0.01819235,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0734965145000653,"score_gpt":0.4513756473830219,"score_spread":0.3778791328829567,"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."}}