{"id":"W2343825290","doi":"10.3357/amhp.4408.2016","title":"Fitness to Fly Testing in Patients with Congenital Heart and Lung Disease","year":2015,"lang":"en","type":"review","venue":"Aerospace Medicine and Human Performance","topic":"Travel-related health issues","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Simon Fraser University","keywords":"Hum; Heart disease; Medicine; Lung disease; Lung; Cardiology; Physical therapy; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003839103,0.0004899818,0.001765123,0.000346444,0.0001642509,0.00001900872,0.00008850777,0.0001715168,0.00002233419],"category_scores_gemma":[0.000144345,0.0003264422,0.00002897716,0.0004507673,0.0002612364,0.0001289081,0.00008290753,0.0006668284,0.00001492481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001440608,"about_ca_system_score_gemma":0.0002951651,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001304634,"about_ca_topic_score_gemma":0.00004441967,"domain_scores_codex":[0.9978621,0.00004641805,0.0005793289,0.000560534,0.0004676426,0.0004839685],"domain_scores_gemma":[0.9982274,0.0001026429,0.0001849701,0.0003674398,0.0002185495,0.0008990684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002965176,0.0001750932,0.7276233,0.05172374,0.0001399567,0.00007780478,0.002196106,0.000001352509,3.203497e-7,0.00003338273,0.004413594,0.2133188],"study_design_scores_gemma":[0.005792507,0.003200763,0.5355574,0.09212219,0.001700464,0.00005806777,0.0001215469,0.00005292288,1.017414e-7,0.000002639657,0.3607135,0.0006778867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2779925,0.7196199,7.343839e-7,0.0003072571,0.00008121811,0.001659488,0.00001151214,0.00004666042,0.0002808085],"genre_scores_gemma":[0.09125096,0.9043664,0.0004661544,0.000908174,0.0006525029,0.0002331722,0.0003110779,0.0001830835,0.00162852],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3562999,"threshold_uncertainty_score":0.9999188,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06759127999641232,"score_gpt":0.3626105861018549,"score_spread":0.2950193061054426,"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."}}