{"id":"W2050801099","doi":"10.3357/asem.3736.2014","title":"Individual Susceptibility to High Altitude and Immersion Pulmonary Edema and Pulmonary Lymphatics","year":2013,"lang":"en","type":"article","venue":"Aviation Space and Environmental Medicine","topic":"High Altitude and Hypoxia","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Lung; Pulmonary edema; High-altitude pulmonary edema; Lymphatic system; Effects of high altitude on humans; Altitude (triangle); Internal medicine; Anatomy; Pathology","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":[0.0001270117,0.000141912,0.0001403447,0.00003761963,0.0001041388,0.00001398876,0.00004788369,0.0000982056,0.0001119047],"category_scores_gemma":[0.00001613407,0.0001202051,0.00001210029,0.00003118422,0.0001682324,0.00001673567,0.0001616106,0.00004342631,0.00001787652],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001300971,"about_ca_system_score_gemma":0.000004964083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001973852,"about_ca_topic_score_gemma":0.00001339559,"domain_scores_codex":[0.9991816,0.00003067785,0.0001489927,0.0003286375,0.0001525598,0.0001575143],"domain_scores_gemma":[0.9995814,0.00001562338,0.00004661993,0.0001563973,0.000006050919,0.0001938918],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00003329038,0.00006670593,0.272449,0.00002348145,0.00002753519,0.000004030315,0.0001984977,0.000002247056,0.7141877,0.00004692897,0.001116454,0.01184408],"study_design_scores_gemma":[0.0005824448,0.0004763434,0.9873847,0.00002332866,0.00004767003,0.0000427095,0.001153876,0.00007757833,0.007152132,0.0001525257,0.002718812,0.0001878243],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949194,0.001561841,0.0002108952,0.002800721,0.00005159849,0.0002711524,0.00001410893,0.000005402292,0.0001648671],"genre_scores_gemma":[0.9955176,0.002090394,0.0004115395,0.001148141,0.0001634577,0.00001867566,0.0002876973,0.00001173167,0.0003508181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7149357,"threshold_uncertainty_score":0.490182,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006884407548965825,"score_gpt":0.2167800449720096,"score_spread":0.2098956374230438,"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."}}