{"id":"W2963781468","doi":"10.1212/wnl.0000000000007848","title":"Education Research: An experiential outpatient teleneurology curriculum for residents","year":2019,"lang":"en","type":"article","venue":"Neurology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Movement Disorders","funders":"","keywords":"Medicine; Telemedicine; Curriculum; Telehealth; Medical education; Experiential learning; Family medicine; Outpatient clinic; Graduate medical education; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004400354,0.0001110943,0.00023109,0.0003301509,0.0001039382,0.000008473454,0.000113204,0.0001448213,0.0003982337],"category_scores_gemma":[0.0002277355,0.0001026132,0.00004401334,0.0001843506,0.00007069209,0.00009904555,0.00004474998,0.0003510957,0.0001171821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002701319,"about_ca_system_score_gemma":0.0003045021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000472773,"about_ca_topic_score_gemma":0.00009842381,"domain_scores_codex":[0.9980963,0.0002871021,0.0003473898,0.000468586,0.0002989664,0.0005015878],"domain_scores_gemma":[0.9988257,0.0001395261,0.00009515839,0.0003969793,0.0003430264,0.0001995882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004944901,0.002056552,0.8734523,0.0003369149,0.00003279148,0.00002763357,0.00230405,0.000004398619,0.009353672,0.004884553,0.04995786,0.05264434],"study_design_scores_gemma":[0.006035656,0.05646472,0.5773295,0.00001596371,0.0000549498,0.0002608965,0.0006729154,0.000508134,0.001514334,0.001234388,0.3557206,0.0001879645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9884514,0.00005743111,0.00005705926,0.006738967,0.002133155,0.001812072,0.000005139676,0.00005602692,0.0006887236],"genre_scores_gemma":[0.98728,0.00001983803,0.0003376536,0.01079184,0.0007129224,0.0003509895,0.0002159696,0.00003017607,0.0002606212],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3057628,"threshold_uncertainty_score":0.436038,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06586113456572752,"score_gpt":0.4422409705996335,"score_spread":0.376379836033906,"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."}}