{"id":"W4417458162","doi":"10.55460/8oqn-uu7u","title":"\"Ruck-Truck-House-Plane\" Plan Application for the Management of Combat-Related Wound Infections and Prevention of Multidrug-Resistant Organism Spread in Prolonged Field Care Scenarios","year":2025,"lang":"en","type":"article","venue":"Journal of Special Operations Medicine","topic":"Disaster Response and Management","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montfort Hospital; Canadian Armed Forces","funders":"","keywords":"Wound care; Infection control; Antimicrobial stewardship; Stewardship (theology); Organism; Risk management; Health care","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":[],"consensus_categories":[],"category_scores_codex":[0.0007036912,0.00009099989,0.0002842553,0.0002872614,0.0002518861,0.000005653701,0.000128306,0.00007938657,0.00007738014],"category_scores_gemma":[0.0001160347,0.00006120557,0.00004064444,0.000290699,0.00006450326,0.00008353679,0.00004855385,0.0002374631,0.000001458651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008988102,"about_ca_system_score_gemma":0.0001327538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002302085,"about_ca_topic_score_gemma":0.002459695,"domain_scores_codex":[0.9985397,0.0001411702,0.0009187984,0.0001033684,0.0001809166,0.0001159737],"domain_scores_gemma":[0.998844,0.0003352747,0.0003387873,0.0001770431,0.0002722809,0.00003259768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.01154825,0.003318112,0.0621704,0.01225226,0.004818642,0.00005448408,0.2532778,0.007323306,0.03389896,0.3570324,0.05908045,0.195225],"study_design_scores_gemma":[0.04683491,0.006568687,0.4129206,0.01811636,0.00432484,0.0000205427,0.3250827,0.003103008,0.003429034,0.007200244,0.1717421,0.0006569829],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9325753,0.001152018,0.03212516,0.014596,0.001832342,0.007325747,0.00002776414,0.00002601192,0.01033967],"genre_scores_gemma":[0.9968419,0.00043193,0.0006106679,0.0002379457,0.000248029,0.0001326479,0.00001448312,0.00001154319,0.001470844],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3507501,"threshold_uncertainty_score":0.2495891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02119934359304546,"score_gpt":0.3668749626820215,"score_spread":0.345675619088976,"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."}}