{"id":"W2397101172","doi":"10.5114/kitp.2016.58956","title":"Endovascular approach to complex aortic arch pathologies: state of the art","year":2016,"lang":"en","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Aortic Disease and Treatment Approaches","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aortic arch; Cardiothoracic surgery; Medicine; Thoracic aorta; Arch; Surgery; Aorta; History; Archaeology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001779403,0.0002246521,0.001011757,0.0002881454,0.00005595734,0.00001866976,0.0002150661,0.0000560358,0.000026784],"category_scores_gemma":[0.0009833507,0.0001113307,0.001271527,0.000384062,0.0002211133,0.0001473644,0.00009548438,0.0001603792,0.00001582509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064578,"about_ca_system_score_gemma":0.0003930654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008464294,"about_ca_topic_score_gemma":3.465606e-7,"domain_scores_codex":[0.9971765,0.0003895505,0.0008485442,0.0002193301,0.0009133716,0.0004526952],"domain_scores_gemma":[0.9977257,0.0004780588,0.0004584416,0.0006100435,0.0003634839,0.0003642457],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001428711,0.00113483,0.5918072,0.0004017434,0.003474014,0.0005382975,0.0007934187,0.00009373509,0.00511298,0.00006281573,0.02182565,0.3733266],"study_design_scores_gemma":[0.001484541,0.0002701191,0.9536296,0.001176189,0.002582686,0.002438881,0.0006989301,0.00002216682,0.02399134,0.0009213312,0.01232674,0.0004574473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878614,0.001128356,0.004236945,0.001093398,0.0002859553,0.0003727429,0.00005578767,0.00002448302,0.004940958],"genre_scores_gemma":[0.9979546,0.0002666111,0.0008437774,0.0002327397,0.0002542788,0.00001710459,0.000005277076,0.00003255987,0.0003930381],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3728691,"threshold_uncertainty_score":0.4539933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0671940241026412,"score_gpt":0.3055198888016618,"score_spread":0.2383258646990206,"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."}}