{"id":"W3087972201","doi":"10.2196/20813","title":"Investigating the Acceptance of Video Consultation by Patients in Rural Primary Care: Empirical Comparison of Preusers and Actual Users","year":2020,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Workload; Videoconferencing; Perception; Nursing; Health care; Population; Primary care; Medicine; Psychology; Medical education; Family medicine; Computer science; Multimedia","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":[0.0001888956,0.0001018282,0.0003603806,0.00004888637,0.00003202105,0.000005123854,0.0001009792,0.00009567541,0.00002805237],"category_scores_gemma":[0.001006422,0.00007019281,0.00002367335,0.0002958806,0.0002772118,0.0001657883,0.0000576235,0.0003139809,0.000001102857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005008895,"about_ca_system_score_gemma":0.0002346717,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004043556,"about_ca_topic_score_gemma":0.0000152504,"domain_scores_codex":[0.9978391,0.00004752784,0.001125926,0.00006201459,0.0007602066,0.0001652551],"domain_scores_gemma":[0.9987397,0.0003457237,0.0004389989,0.00009549661,0.000128761,0.0002513666],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008977955,0.0000675122,0.7945158,0.001582415,0.00001675236,2.625883e-7,0.1323029,0.000001642511,0.00007770648,0.00001043746,0.01107837,0.0602564],"study_design_scores_gemma":[0.01077925,0.001775963,0.829547,0.0006943046,0.00007543008,0.000003165351,0.1414847,0.01115176,0.001640478,0.00001160361,0.002683338,0.0001529888],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960271,0.00008261124,0.0001358966,0.0027679,0.00003346784,0.0007402385,0.00002261347,0.00001571047,0.0001744323],"genre_scores_gemma":[0.991668,0.00004346246,0.001145109,0.006782316,0.00002716041,0.0000231112,0.0003030568,0.00000665941,0.000001101569],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06010341,"threshold_uncertainty_score":0.286238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03905510525582041,"score_gpt":0.373006179386825,"score_spread":0.3339510741310046,"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."}}