{"id":"W4294024741","doi":"10.1503/cjs.015020","title":"Rural trauma telementoring: a pilot project","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Telehealth; Medical emergency; Population; Major trauma; Emergency department; Psychological intervention; Emergency medicine; Telemedicine; Family medicine; Nursing; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.004962144,0.0008900813,0.0003621272,0.00102983,0.00450598,0.00108415,0.002388048,0.001073822,0.003823534],"category_scores_gemma":[0.005288202,0.0006017571,0.0004179546,0.0008541893,0.001421156,0.0007371001,0.002427453,0.001443983,0.0005393285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005481222,"about_ca_system_score_gemma":0.02381946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1420588,"about_ca_topic_score_gemma":0.2442605,"domain_scores_codex":[0.9970298,0.001227151,0.00007829269,0.0001950742,0.000402571,0.001067061],"domain_scores_gemma":[0.9917598,0.001172855,0.0003464172,0.0004923673,0.002032134,0.004196524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007042352,0.1765136,0.1326055,0.002147392,0.0001792624,0.008086467,0.1447593,0.005843288,0.03155677,0.001712345,0.01307024,0.4764835],"study_design_scores_gemma":[0.006143678,0.1121559,0.5211846,0.0007206562,0.0002427741,0.002053799,0.2733398,0.009865114,0.01506734,0.001220957,0.05774676,0.0002586173],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869586,0.00003954852,0.001608098,0.00033946,0.00001232487,0.00779926,0.0002290191,0.00009440814,0.00291939],"genre_scores_gemma":[0.966433,0.0003044857,0.01525631,0.0005252743,0.00002478537,0.0100884,0.0006940919,0.00004900568,0.006624553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1420588,"threshold_uncertainty_score":0.2824638,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.105022468472911,"score_gpt":0.2918294473130608,"score_spread":0.1868069788401498,"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."}}