{"id":"W2795146597","doi":"10.1089/ham.2017.0164","title":"The 2018 Lake Louise Acute Mountain Sickness Score","year":2018,"lang":"en","type":"article","venue":"High Altitude Medicine & Biology","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":566,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Institute for Health and Care Research; Wellcome Trust","keywords":"Mountaineering; Medicine; Geography; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005137519,0.0003331773,0.0003666953,0.0000676276,0.0004921283,0.00002149061,0.000698715,0.0003095402,0.0003749683],"category_scores_gemma":[0.0001850345,0.0002031816,0.00008672354,0.0001786478,0.001830629,0.000005233149,0.0002771334,0.0002065614,0.0003353473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001991114,"about_ca_system_score_gemma":0.0001253867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002021003,"about_ca_topic_score_gemma":0.004067648,"domain_scores_codex":[0.9979177,0.0001622613,0.0004221364,0.0006320577,0.0001748538,0.0006910417],"domain_scores_gemma":[0.9984432,0.00005899307,0.0001614883,0.0008866209,0.0002484573,0.0002012768],"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":[0.00096165,0.0001752139,0.02343225,0.00003114945,0.0008520354,0.00005986647,0.0002795934,0.000003404188,0.7212991,0.02146126,0.2226305,0.008814038],"study_design_scores_gemma":[0.001676197,0.002523221,0.01263232,0.0000283387,0.0001200002,0.00008057184,0.00005761514,0.0000105938,0.01522281,0.001025573,0.9662796,0.0003431206],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727387,0.005450206,0.003739146,0.007716302,0.003812679,0.0006697347,0.00009458878,0.0001008844,0.005677741],"genre_scores_gemma":[0.9858559,0.001806435,0.0002380523,0.003438248,0.005006271,0.00006421968,0.0005217392,0.00004254213,0.00302661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7436492,"threshold_uncertainty_score":0.8285506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01238649171933597,"score_gpt":0.2795750270639684,"score_spread":0.2671885353446324,"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."}}