{"id":"W4406614781","doi":"10.1113/ep092490","title":"Are we prematurely predicting acute mountain sickness?","year":2025,"lang":"en","type":"article","venue":"Experimental Physiology","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Medicine; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004118264,0.0005511009,0.00134163,0.001378947,0.001722634,0.003567802,0.001281865,0.00448716,0.004224798],"category_scores_gemma":[0.06978446,0.0005303563,0.0008042234,0.001402681,0.001338066,0.004635318,0.001577707,0.008059716,0.001994296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007056291,"about_ca_system_score_gemma":0.002367629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006525741,"about_ca_topic_score_gemma":0.005033995,"domain_scores_codex":[0.9979997,0.000627625,0.0002812415,0.0002774522,0.000515766,0.0002981659],"domain_scores_gemma":[0.985669,0.004411237,0.002341167,0.0008439556,0.00464874,0.002085899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004468462,0.000201017,0.7904848,0.0005631045,0.0002063217,0.002845165,0.002910528,0.0001405665,0.0002982908,0.002053677,0.06547736,0.1343724],"study_design_scores_gemma":[0.0002048426,0.001372388,0.7820739,0.008546893,0.0009851134,0.01729519,0.021169,0.003416474,0.0005795076,0.05438957,0.1096289,0.0003382438],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4729739,0.07564931,0.003648531,0.4089296,0.02104024,0.0001066355,0.002084534,0.0002364305,0.01533088],"genre_scores_gemma":[0.8881989,0.04367349,0.003168156,0.04856942,0.01213207,0.000111041,0.001538272,0.0001046398,0.002504094],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006525741,"threshold_uncertainty_score":0.02177972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009531506350232085,"score_gpt":0.2877835150065134,"score_spread":0.2782520086562814,"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."}}