{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008773169,0.0002558012,0.0003682092,0.0001076963,0.00008615742,0.00001019293,0.0003435161,0.0003957771,0.0008413866],"category_scores_gemma":[0.00206548,0.000200074,0.00004183967,0.0001371528,0.0003828359,0.000009449753,0.0002243094,0.0002145215,0.0002464825],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002401071,"about_ca_system_score_gemma":0.0006666061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004302964,"about_ca_topic_score_gemma":0.0002739681,"domain_scores_codex":[0.9981298,0.0002668039,0.0004131979,0.0006309695,0.000182921,0.0003763391],"domain_scores_gemma":[0.9985767,0.000151731,0.0001394091,0.0005141083,0.0002941445,0.0003239071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008219032,0.001429432,0.08957532,0.0003156138,0.0006833686,0.00003378783,0.0008905877,0.000005756262,0.3943531,0.1243156,0.3587597,0.02881586],"study_design_scores_gemma":[0.001619147,0.001180665,0.008797137,0.00007323622,0.00006558499,0.0002974476,0.0002473,0.00001374329,0.001150047,0.0006990636,0.9855655,0.0002910695],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8617752,0.04842678,0.001557611,0.03162625,0.003660412,0.000994092,0.00001597698,0.00009277491,0.05185086],"genre_scores_gemma":[0.9809061,0.003191543,0.00105473,0.009426226,0.001693606,0.00004741806,0.0003719871,0.00003163295,0.003276729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6268058,"threshold_uncertainty_score":0.9212593,"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."}}