{"id":"W2133792874","doi":"10.1016/j.wem.2011.12.003","title":"A Time Has Come for Wilderness Emergency Medical Service: A New Direction","year":2012,"lang":"en","type":"editorial","venue":"Wilderness and Environmental Medicine","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Parks and Wilderness Society","funders":"","keywords":"Wilderness; Emergency medical services; Certification; Service (business); Medical emergency; Health care; Officer; Standardization; Business; Medicine; Political science; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003403693,0.0004910546,0.0005926623,0.00006042654,0.0002079807,0.00001592736,0.0003076094,0.001189013,0.001150928],"category_scores_gemma":[0.0001461018,0.0004153211,0.0001100907,0.000058213,0.0002868357,0.00001138154,0.0002259383,0.0003377963,0.00004727591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000041928,"about_ca_system_score_gemma":0.00012935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003083729,"about_ca_topic_score_gemma":0.0001560493,"domain_scores_codex":[0.9975548,0.00005130513,0.0004643844,0.0006833619,0.0007693992,0.0004767128],"domain_scores_gemma":[0.9987561,0.00005406361,0.0002020778,0.0004006281,0.00002261736,0.0005644986],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001696868,0.0001404988,0.0003886588,0.0002161697,0.0001906886,0.00000455902,0.0001801407,0.000001002653,0.01084439,0.000003362507,0.9809484,0.006912441],"study_design_scores_gemma":[0.002259118,0.0004753238,0.0006377271,0.000183881,0.0002836825,0.00002115964,0.00006913592,0.0000494183,0.000228456,0.00003229175,0.9952892,0.0004706267],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.07043378,0.05093306,0.002289757,0.006076565,0.8665282,0.0020325,0.0008711574,0.0001042396,0.0007307985],"genre_scores_gemma":[0.03035104,0.01193075,0.00008167104,0.0004178678,0.9286956,0.0001815907,0.01226964,0.0001767687,0.01589507],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.06216746,"threshold_uncertainty_score":0.9998299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009535221371126473,"score_gpt":0.2480047632146781,"score_spread":0.2384695418435516,"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."}}