{"id":"W3127888588","doi":"10.5114/kitp.2020.102338","title":"Robotic-assisted thoracoscopic resection of an anteriormediastinal vascular malformation","year":2020,"lang":"es","type":"article","venue":"Polish Journal of Cardio-Thoracic Surgery","topic":"Vascular Malformations and Hemangiomas","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Resection; Cardiothoracic surgery; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.004229736,0.0004211429,0.001970993,0.001091616,0.0001772686,0.0001755202,0.000284461,0.0003276832,0.0001646411],"category_scores_gemma":[0.00160736,0.0003867795,0.001826423,0.001214856,0.0001712025,0.001956528,0.00008086664,0.0007290277,0.00003660005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002069372,"about_ca_system_score_gemma":0.0008520521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003371261,"about_ca_topic_score_gemma":0.000001984706,"domain_scores_codex":[0.9939609,0.001012561,0.002486437,0.000280199,0.001636801,0.0006230625],"domain_scores_gemma":[0.9946215,0.0002966864,0.002103554,0.0005014186,0.001626607,0.0008503004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.01124527,0.002446976,0.2499372,0.02658056,0.01405431,0.003301109,0.01614254,0.00937209,0.04298491,0.0003145867,0.014264,0.6093564],"study_design_scores_gemma":[0.003687239,0.004919773,0.8843737,0.01265762,0.01050789,0.01012166,0.008709966,0.01203606,0.0347751,0.00007774569,0.01656295,0.001570319],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9775255,0.009062688,0.009633825,0.001121197,0.001661276,0.0003484563,0.00003985388,0.00004082048,0.000566385],"genre_scores_gemma":[0.9918783,0.002762229,0.001708424,0.0002327043,0.003244634,0.000005151712,0.00008750006,0.00007026354,0.00001076819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6344365,"threshold_uncertainty_score":0.9998584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0455118320318091,"score_gpt":0.3164094314139637,"score_spread":0.2708975993821546,"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."}}