{"id":"W4391442969","doi":"10.1177/10806032241227460","title":"Wilderness Medical Society Clinical Practice Guidelines for the Treatment and Prevention of Drowning: 2024 Update","year":2024,"lang":"en","type":"article","venue":"Wilderness and Environmental Medicine","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Wilderness; Terminology; Medicine; Evidence-based practice; Medical emergency; Family medicine; Alternative medicine; Pathology","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":[0.002191012,0.0001824814,0.0004590951,0.00002926248,0.000123193,0.000006862429,0.00005523546,0.0002180206,0.0002859597],"category_scores_gemma":[0.0007043309,0.0001010115,0.000172005,0.0000545316,0.0007649114,0.0001025621,0.00004425333,0.0002117835,0.000002834325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003349717,"about_ca_system_score_gemma":0.00004202635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003632521,"about_ca_topic_score_gemma":0.000004364933,"domain_scores_codex":[0.9983567,0.0001166118,0.0007297855,0.0003729108,0.0002489498,0.0001750614],"domain_scores_gemma":[0.9982669,0.001255566,0.0001374758,0.0001863993,0.00002923868,0.0001243767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004870927,0.0003084674,0.009370686,0.0003743832,0.0008957678,0.0000198032,0.0007345263,0.000002623569,0.0002556968,0.0009599974,0.03545577,0.9511352],"study_design_scores_gemma":[0.005349718,0.004787747,0.03533111,0.002178554,0.003939169,0.0008050861,0.004844672,0.02094683,0.0001811416,0.002816766,0.9185594,0.0002597612],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5667558,0.1391307,0.05021072,0.2379469,0.003140341,0.002291098,0.00006407507,0.00008644968,0.0003739046],"genre_scores_gemma":[0.76598,0.2107355,0.007001162,0.007102595,0.002379032,0.000202518,0.0003096469,0.00005122762,0.006238278],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9508754,"threshold_uncertainty_score":0.411913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08166863302240507,"score_gpt":0.4448257882338335,"score_spread":0.3631571552114284,"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."}}