{"id":"W2964613244","doi":"10.1089/ham.2018.0124","title":"Swiss Mountain Guides: Medical Education, Knowledge, and Practice","year":2019,"lang":"en","type":"article","venue":"High Altitude Medicine & Biology","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège de Maisonneuve","funders":"","keywords":"High-altitude pulmonary edema; Altitude (triangle); Medicine; Effects of high altitude on humans; Altitude sickness; Mountaineering; Family medicine; Geography; Pulmonary edema; Internal medicine","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":[0.0005237572,0.0001568459,0.0001157476,0.0008933805,0.000569477,0.000685923,0.0002364801,0.000483648,0.008111808],"category_scores_gemma":[0.002184709,0.00009950622,0.0001108321,0.0007010959,0.0004724131,0.0003291361,0.0004515196,0.0002441108,0.0007802589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007345355,"about_ca_system_score_gemma":0.001750926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02952624,"about_ca_topic_score_gemma":0.02967479,"domain_scores_codex":[0.9996655,0.0001163461,0.00001632724,0.00004210223,0.00008936739,0.000070391],"domain_scores_gemma":[0.9984223,0.0003642749,0.0003104636,0.00002695975,0.0002201619,0.0006558702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001684224,0.0007057574,0.8024887,0.0008665889,0.00004732674,0.002000749,0.03946375,0.0003560717,0.001211065,0.0005490768,0.0330009,0.1191416],"study_design_scores_gemma":[0.00002075776,0.0003319918,0.9569977,0.0004673203,0.00001344163,0.001131928,0.02218319,0.0003126776,0.0001222037,0.0001048209,0.01829339,0.00002052865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986959,0.001678132,0.00009221295,0.001304144,0.00002590248,0.00003097428,0.0002651142,0.00002784127,0.009616663],"genre_scores_gemma":[0.9951302,0.001406856,0.0003450749,0.0002354649,0.00001613222,0.00002660591,0.0002242094,0.000003310646,0.002612156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02952624,"threshold_uncertainty_score":0.05870873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008647147291223579,"score_gpt":0.326224411756162,"score_spread":0.3175772644649384,"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."}}