{"id":"W2900619896","doi":"10.1136/heartjnl-2018-313060","title":"Non-coronary cardiac surgery and percutaneous cardiology procedures in aircrew","year":2018,"lang":"en","type":"review","venue":"Heart","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Armed Forces","funders":"","keywords":"Aircrew; Medicine; Aviation medicine; Interventional cardiology; Aviation; Medical emergency; Aeronautics; Emergency medicine; Surgery; Engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000663769,0.0004420121,0.006452133,0.0002877775,0.00004697252,0.00001649348,0.00005802965,0.0005938126,0.00004909379],"category_scores_gemma":[0.0003072954,0.0003255149,0.001784054,0.00023233,0.0001996781,0.00002859835,0.00005730992,0.0004259305,0.0002104892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000751,"about_ca_system_score_gemma":0.000734081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000398989,"about_ca_topic_score_gemma":0.000005321863,"domain_scores_codex":[0.9977939,0.0003021842,0.0005989086,0.0005905646,0.000240148,0.0004743077],"domain_scores_gemma":[0.9977095,0.001493581,0.00007301249,0.0004341738,0.0000482503,0.0002414879],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002824985,0.0001370271,0.1976351,0.1056011,0.001778878,0.02979341,0.0002631704,1.859696e-7,0.000002740951,0.00007719113,0.09571866,0.5687101],"study_design_scores_gemma":[0.00006944242,0.00007893996,0.01210628,0.005639685,0.0007434188,0.03160068,0.0000164407,2.639613e-7,1.062141e-7,0.000001667009,0.9494473,0.0002957156],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002402838,0.991296,1.446266e-7,0.0001926419,0.0003894117,0.001025957,0.00001698893,0.00005046888,0.004625535],"genre_scores_gemma":[0.0005783942,0.9960381,0.00004959409,0.0003473225,0.0008774864,0.00009912028,0.00008263305,0.00007158203,0.001855788],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8537287,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0344745344885745,"score_gpt":0.3187045882075081,"score_spread":0.2842300537189336,"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."}}