{"id":"W2148746887","doi":"10.1111/j.1540-8191.2007.00356.x","title":"Orthotopic Cardiac Transplantion in a Patient With Pectus Excavatum: Approach Via Left Anterior Thoracotomy","year":2007,"lang":"en","type":"article","venue":"Journal of Cardiac Surgery","topic":"Pectus Deformity Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Pectus excavatum; Medicine; Thoracotomy; Surgery; Cardiorespiratory arrest; Cardiopulmonary bypass; Median sternotomy; Cardiothoracic surgery; Cardiology","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":[],"consensus_categories":[],"category_scores_codex":[0.00125035,0.0002330521,0.001184617,0.0005475408,0.00004403669,0.00002232412,0.00004310736,0.000113007,0.00001607714],"category_scores_gemma":[0.00003735041,0.0001572813,0.0008358672,0.0002799821,0.00004521358,0.0001771947,0.000009741862,0.0003359299,0.000003408181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501115,"about_ca_system_score_gemma":0.0001999862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005128095,"about_ca_topic_score_gemma":0.00001188233,"domain_scores_codex":[0.9978066,0.0001159719,0.0008445494,0.0002009589,0.0006339146,0.0003980014],"domain_scores_gemma":[0.9986969,0.0002830197,0.0003797317,0.0002133374,0.0001860831,0.0002409892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00113047,0.000643416,0.9342906,0.0001432134,0.000550223,0.002399513,0.0005440198,0.00001104077,0.001338359,0.000002341172,0.0004554955,0.05849133],"study_design_scores_gemma":[0.0007080548,0.0005717007,0.9800593,0.0007245849,0.0004763255,0.003173205,0.0002877081,0.000005960407,0.009358048,0.000007213807,0.004412355,0.0002155584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925561,0.00380577,0.000431702,0.0001147959,0.0006291755,0.0004121007,0.00001313047,0.00001646134,0.002020759],"genre_scores_gemma":[0.9973745,0.001433841,0.0006957543,0.0001027291,0.0003112454,0.00001143963,0.00001869281,0.00002819281,0.00002357146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05827578,"threshold_uncertainty_score":0.6413746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009761209915765325,"score_gpt":0.2417182843361057,"score_spread":0.2319570744203404,"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."}}