{"id":"W1981436171","doi":"10.1136/jramc-147-02-21","title":"Treatment of Wounds from Fire Trench to Field Ambulance : Commentary","year":2001,"lang":"en","type":"article","venue":"Journal of the Royal Army Medical Corps","topic":"Burn Injury Management and Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Advanced Micro Devices (Canada)","funders":"","keywords":"Trench; Medical emergency; Poison control; Medicine; Suicide prevention; Injury prevention; Forensic engineering; Emergency medicine; Engineering; Materials science","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":[0.006336846,0.000794493,0.001711061,0.001377192,0.004037276,0.003091471,0.004596703,0.05103708,0.009113765],"category_scores_gemma":[0.06101425,0.0008008287,0.002328027,0.002304598,0.00383535,0.004302524,0.002456845,0.04997899,0.002976879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008950711,"about_ca_system_score_gemma":0.01438785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03757355,"about_ca_topic_score_gemma":0.07319188,"domain_scores_codex":[0.9944513,0.001547873,0.001108231,0.0006852067,0.001543782,0.000663638],"domain_scores_gemma":[0.9516526,0.03002312,0.002825242,0.0006072564,0.01067798,0.004213732],"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":[0.0001079956,0.00002362761,0.0003103728,0.0007195197,0.00006361926,0.0003969583,0.0002505927,0.00009310181,0.00008192646,0.003170526,0.9835426,0.01123935],"study_design_scores_gemma":[0.0003418778,0.000115863,0.002497704,0.01234979,0.0003128753,0.00127231,0.001571427,0.0001893519,0.00024944,0.00661997,0.9743723,0.0001071214],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004259209,0.009428198,0.0000771644,0.9478071,0.03974923,0.00001781668,0.0001228207,0.00001270366,0.002359033],"genre_scores_gemma":[0.006689524,0.007740489,0.0002028406,0.9128698,0.07012086,0.00005995029,0.00006954886,0.00002116412,0.002225881],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05103708,"threshold_uncertainty_score":0.07470971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02040632205085665,"score_gpt":0.29144702117065,"score_spread":0.2710406991197934,"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."}}