{"id":"W4210343331","doi":"10.1007/s43678-022-00271-7","title":"Just the facts: drowning","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"NOSM University; University of Alberta; Canadian Parks and Wilderness Society","funders":"","keywords":"Near Drowning; Medicine; Medical emergency; Crew; First aid; Poison control; Occupational safety and health; Injury prevention; Emergency department; Emergency medical services; Submersion (mathematics); Suicide prevention; Aeronautics; Engineering; Nursing","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":[0.002895175,0.0007611535,0.0009386846,0.001765593,0.00590579,0.007364187,0.001031046,0.0113648,0.02726767],"category_scores_gemma":[0.03712143,0.000569606,0.0007360076,0.001753581,0.006645793,0.0139805,0.003222017,0.02268902,0.006179672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003004811,"about_ca_system_score_gemma":0.006696405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05208807,"about_ca_topic_score_gemma":0.1071734,"domain_scores_codex":[0.9962581,0.001364052,0.0004062343,0.0003513436,0.001004385,0.0006157815],"domain_scores_gemma":[0.9878837,0.004444313,0.001654044,0.0005903179,0.003019937,0.002407605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00006737778,0.00003531597,0.005460474,0.0003242091,0.00005779936,0.001003845,0.002887689,0.00006726067,0.00005882514,0.01285281,0.9327008,0.04448356],"study_design_scores_gemma":[0.00002715663,0.00005234991,0.009575676,0.004361008,0.0001152317,0.003201661,0.02111646,0.0001123502,0.0001176049,0.03679566,0.9244079,0.000117008],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003526202,0.036781,0.0005248903,0.8856883,0.04333372,0.000009998688,0.0005755283,0.00004762239,0.02951272],"genre_scores_gemma":[0.1799571,0.1696856,0.001646667,0.49797,0.1003966,0.00005210669,0.001798722,0.0002930198,0.04820025],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9479119,"threshold_uncertainty_score":0.1035698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1436210029443458,"score_gpt":0.3900068929006417,"score_spread":0.2463858899562959,"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."}}