{"id":"W4395048360","doi":"10.1177/10806032241248422","title":"Wilderness Medical Society Clinical Practice Guidelines for the Treatment of Acute Pain in Austere Environments: 2024 Update","year":2024,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre","funders":"","keywords":"Wilderness; Acute pain; Clinical Practice; Medicine; Intensive care medicine; Medical practice; Medical emergency; Nursing; Anesthesia","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":[0.00826377,0.001248573,0.002355167,0.00847926,0.0009611226,0.003021642,0.003524788,0.005949236,0.01932345],"category_scores_gemma":[0.03961242,0.0008083901,0.003047474,0.005997427,0.00098901,0.002391498,0.002033538,0.006395425,0.01366428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003326176,"about_ca_system_score_gemma":0.01464254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01804134,"about_ca_topic_score_gemma":0.03934694,"domain_scores_codex":[0.9913345,0.002317805,0.002430725,0.0002644123,0.003286781,0.0003657354],"domain_scores_gemma":[0.9572964,0.008629822,0.004554194,0.000592468,0.02749238,0.001434686],"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":[0.00005065467,0.00008971056,0.0005227312,0.00258157,0.00007164413,0.0001964828,0.0001035147,0.0002448588,0.0001608075,0.00109083,0.7505643,0.2443229],"study_design_scores_gemma":[0.0001803604,0.00005897504,0.002875224,0.01926548,0.0002340104,0.0008293816,0.000123109,0.0003662492,0.0001213819,0.002052716,0.9738293,0.0000639872],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.002160812,0.5560436,0.02170571,0.2756128,0.03634321,0.002732932,0.01438206,0.001816167,0.08920276],"genre_scores_gemma":[0.01137292,0.6823639,0.1203448,0.08881136,0.01987757,0.004362547,0.03273709,0.0006551289,0.03947473],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.01932345,"threshold_uncertainty_score":0.06464332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03046443414930527,"score_gpt":0.3601417692244419,"score_spread":0.3296773350751366,"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."}}