{"id":"W4200090882","doi":"10.2196/33926","title":"Evaluation of Telemedicine Use for Anesthesiology Pain Division: Retrospective, Observational Case Series Study","year":2021,"lang":"en","type":"article","venue":"JMIR Perioperative Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Medicine; Subspecialty; Observational study; Patient satisfaction; Telehealth; Medical emergency; Health care; Family medicine; Nursing","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":[0.0007877455,0.0004278484,0.0005057324,0.002076558,0.001185762,0.0009264352,0.0007895924,0.001097496,0.002176539],"category_scores_gemma":[0.004050245,0.0004924942,0.0005697596,0.001974938,0.0009764294,0.001200574,0.0008870884,0.0008948062,0.0004638649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001050448,"about_ca_system_score_gemma":0.0009943589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003175721,"about_ca_topic_score_gemma":0.003913402,"domain_scores_codex":[0.9986272,0.0002524605,0.0002587269,0.0002997097,0.000338387,0.0002236704],"domain_scores_gemma":[0.9937589,0.001249005,0.003304286,0.000361511,0.0005433733,0.0007829081],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003456921,0.0001549506,0.987121,0.00002581013,0.00001799082,0.01088075,0.0003707414,0.000031058,0.0001459459,0.00002767658,0.000159284,0.001030057],"study_design_scores_gemma":[0.00003094439,0.000943684,0.8383385,0.00007450358,0.00008865305,0.1533698,0.005053947,0.000758904,0.0003668755,0.00005931141,0.0008819816,0.00003288413],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987597,0.0003068655,0.0001537527,0.00005872547,0.000006775119,0.00004347428,0.00008417773,0.000005157514,0.0005813672],"genre_scores_gemma":[0.9993006,0.0002331396,0.0001350968,0.00007649307,0.00002546274,0.00002675936,0.0001209793,0.000002726858,0.00007861527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003175721,"threshold_uncertainty_score":0.007621527,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.210226033056207,"score_gpt":0.4538840099226761,"score_spread":0.243657976866469,"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."}}