{"id":"W2151639772","doi":"10.1227/01.neu.0000228926.13395.f9","title":"The Comparative Impact of Video Consultation on Emergency Neurosurgical Referrals","year":2006,"lang":"en","type":"article","venue":"Neurosurgery","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jacobs (Canada); University of Alberta; Alberta Health Services","funders":"","keywords":"Medicine; Glasgow Coma Scale; Referral; Emergency medicine; Randomized controlled trial; Medical emergency; Pediatrics; Family medicine; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002328572,0.0002141402,0.0003509274,0.0006568459,0.0002238977,0.0006411982,0.0003753355,0.0005254644,0.002527233],"category_scores_gemma":[0.023047,0.0001301241,0.0005547323,0.0006020726,0.0004030195,0.0004254624,0.0006363862,0.0004165755,0.000145086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001319172,"about_ca_system_score_gemma":0.0009391776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002564894,"about_ca_topic_score_gemma":0.003508378,"domain_scores_codex":[0.9948888,0.003161722,0.000264227,0.0003379498,0.0008324843,0.0005148502],"domain_scores_gemma":[0.9815424,0.01231741,0.003711935,0.0002607953,0.0005882761,0.001579044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1263565,0.005437074,0.5780885,0.001218082,0.001529379,0.0009019509,0.0007708632,0.005315523,0.003017059,0.0004149953,0.001606888,0.2753431],"study_design_scores_gemma":[0.003847086,0.04354173,0.9439166,0.0001718407,0.0005747627,0.0007872627,0.0007706862,0.004532778,0.0009266655,0.0002026152,0.0006841706,0.0000438776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986855,0.0005160134,0.000059996,0.00007947526,0.00001207841,0.00003554659,0.00004809535,0.000003306868,0.0005600069],"genre_scores_gemma":[0.99957,0.0001379271,0.00008589574,0.00002557246,0.00002375772,0.00004168543,0.00004946832,8.841781e-7,0.00006495838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002564894,"threshold_uncertainty_score":0.01231486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07380806276925447,"score_gpt":0.4029455439104073,"score_spread":0.3291374811411528,"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."}}