{"id":"W4402261596","doi":"10.2196/59153","title":"The Use of Mobile Health Care Among Medical Professionals in the Sichuan-Chongqing Region: Cross-Sectional Survey Study","year":2024,"lang":"en","type":"article","venue":"JMIR Human Factors","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Health care; Cross-sectional study; Nursing; Medicine; Environmental health; Questionnaire; Family 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":[0.00133624,0.0002938053,0.0003492548,0.001601396,0.001095115,0.0005642024,0.0004206456,0.000551936,0.001416253],"category_scores_gemma":[0.00163671,0.000478729,0.0004319551,0.002155815,0.0003854754,0.0006595712,0.0006594544,0.0004252779,0.0002120923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001420465,"about_ca_system_score_gemma":0.002006257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04380372,"about_ca_topic_score_gemma":0.049031,"domain_scores_codex":[0.9993104,0.0001107544,0.0001042432,0.0001190092,0.0001562817,0.0001993571],"domain_scores_gemma":[0.9987896,0.0002036139,0.0003925821,0.00005977471,0.000224348,0.0003302051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001367503,0.00006206833,0.9969543,0.00004029972,0.00001348803,0.0001199143,0.001575733,0.00001815973,0.0001394186,0.0000132497,0.00009384561,0.0009556358],"study_design_scores_gemma":[0.0000030358,0.00009735935,0.9964917,0.00001642739,0.000009585263,0.0001321016,0.002951023,0.0000970215,0.00003092571,0.000006827829,0.0001589326,0.000004957068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995115,0.00007428467,0.00003628392,0.00004003388,0.000001532367,0.00003071036,0.0001797462,0.000001239548,0.0001246816],"genre_scores_gemma":[0.9992425,0.000141069,0.0001207141,0.00008385089,0.0000046416,0.00006765417,0.0002038758,8.910775e-7,0.0001346807],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04380372,"threshold_uncertainty_score":0.08709753,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2244870415992995,"score_gpt":0.5464910454300896,"score_spread":0.3220040038307902,"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."}}