{"id":"W2067111213","doi":"10.3357/asem.3564.2013","title":"Flying with a Pneumothorax: A Model of Altitude Limitations Due to Gas Expansion","year":2013,"lang":"en","type":"article","venue":"Aviation Space and Environmental Medicine","topic":"Travel-related health issues","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Pneumothorax; Medicine; Cabin pressurization; Mediastinum; Lung; Hypoxemia; Anesthesia; Pleural cavity; Altitude (triangle); Surgery; Internal medicine; Materials science; Mathematics","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":[0.0001675778,0.0005083232,0.0003675713,0.0003095191,0.0004006277,0.0006069569,0.0006893402,0.001420749,0.002115272],"category_scores_gemma":[0.0005571712,0.0002267319,0.0008233963,0.0001886307,0.0005593979,0.0003401499,0.0007440888,0.0004800794,0.0001900745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005180234,"about_ca_system_score_gemma":0.0008244915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01206265,"about_ca_topic_score_gemma":0.003522468,"domain_scores_codex":[0.9999137,0.00002174096,0.000005075467,0.00001713488,0.0000163036,0.00002596581],"domain_scores_gemma":[0.9996997,0.0001403144,0.00007163469,0.00001395441,0.00003027984,0.00004417736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001095725,0.00007773441,0.003259782,0.00005757119,0.00002729086,0.000446447,0.00006918656,0.987694,0.00424738,0.002751077,0.000243504,0.001016424],"study_design_scores_gemma":[0.00003009296,0.00008786088,0.0008679084,0.000005338888,0.00001326655,0.00006028463,0.00002226273,0.9978911,0.0001891524,0.0005573339,0.0002685758,0.000006894212],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9181222,0.00050424,0.06112093,0.0007849464,0.00007153806,0.0001655598,0.0008113328,0.000160833,0.01825837],"genre_scores_gemma":[0.9922242,0.0002148516,0.003056316,0.00006284175,0.00002255775,0.0001381113,0.0001873946,0.00001734392,0.004076332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01206265,"threshold_uncertainty_score":0.02398485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03271510130042381,"score_gpt":0.2612578391400474,"score_spread":0.2285427378396236,"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."}}