{"id":"W2096881987","doi":"10.1016/j.wem.2010.05.002","title":"In Reply to Avalanche Triage","year":2010,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","topic":"Disaster Management and Resilience","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Banff Mineral Springs Hospital; University of British Columbia","funders":"Indian Council of Agricultural Research","keywords":"Triage; Medical emergency; Aeronautics; Medicine; Psychology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004242602,0.001433319,0.001497781,0.00136374,0.003431741,0.003119311,0.002532735,0.02991747,0.01564798],"category_scores_gemma":[0.04547972,0.0009982969,0.001657776,0.001295684,0.002389183,0.005656919,0.002681903,0.04717029,0.01825381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003296391,"about_ca_system_score_gemma":0.003867937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004162015,"about_ca_topic_score_gemma":0.004709206,"domain_scores_codex":[0.9955847,0.0009984907,0.0008881396,0.0006719968,0.001358867,0.0004978891],"domain_scores_gemma":[0.9862207,0.005106647,0.0009466304,0.0005028739,0.00530052,0.001922636],"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":[0.00002721707,0.00001037945,0.0001949608,0.00004974723,0.000005690609,0.0004467684,0.00007873224,0.00002497153,0.00006756448,0.0003022343,0.9938794,0.004912155],"study_design_scores_gemma":[0.00003548662,0.00005377106,0.0005503694,0.0002114327,0.00001298626,0.001989424,0.0005261061,0.0001612241,0.0001779786,0.00130716,0.9949215,0.00005259142],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002376099,0.002000027,0.0003351994,0.9010798,0.09453013,0.00003860246,0.0001102851,0.000151395,0.001516916],"genre_scores_gemma":[0.002291534,0.001821767,0.0005003288,0.9363054,0.05058847,0.0001128761,0.00009859689,0.00008096743,0.008200151],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02991747,"threshold_uncertainty_score":0.05234772,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008625856992537049,"score_gpt":0.2697336948397425,"score_spread":0.2611078378472054,"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."}}