{"id":"W3198401975","doi":"10.2196/28335","title":"Certified Examination Assistants in the Age of Telemedicine: A Blueprint Through Neurology","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Telemedicine; Certification; Medicine; Blueprint; Physical examination; Medical education; Health care; Medical emergency; Nursing; Surgery","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":[0.03265272,0.0006653976,0.0006193707,0.001770243,0.00616252,0.01150439,0.003059644,0.009771655,0.01013027],"category_scores_gemma":[0.0636882,0.0009700371,0.0008254782,0.001095663,0.009215328,0.01907431,0.01623647,0.01969639,0.004639604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006631928,"about_ca_system_score_gemma":0.05161883,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006619963,"about_ca_topic_score_gemma":0.01949143,"domain_scores_codex":[0.9677871,0.01525084,0.002338086,0.002233732,0.008182939,0.004207366],"domain_scores_gemma":[0.9161146,0.0218343,0.005362322,0.005907089,0.01655327,0.03422844],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00008759888,0.0008693004,0.01799552,0.0007643689,0.00002926666,0.001670968,0.01518912,0.0003416167,0.0009248913,0.04973892,0.3095894,0.6027991],"study_design_scores_gemma":[0.0001034188,0.0005306454,0.01625389,0.006263145,0.00003369568,0.003106001,0.03485349,0.0007021661,0.001022653,0.05180852,0.8851779,0.0001444253],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01103996,0.008518637,0.009889825,0.9395195,0.005976974,0.0001837505,0.00003336466,0.0004624392,0.02437559],"genre_scores_gemma":[0.2895954,0.0346471,0.1129264,0.4969555,0.008203659,0.0009436884,0.0001916728,0.0006060764,0.05593054],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03265272,"threshold_uncertainty_score":0.1726862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04416513577915247,"score_gpt":0.4102926180351609,"score_spread":0.3661274822560084,"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."}}