{"id":"W4403909262","doi":"10.1177/15569845241289132","title":"Long-Term Outcomes of Minimally Invasive Endoscopic Versus Sternotomy Surgical Resection of Primary Cardiac Tumors","year":2024,"lang":"en","type":"article","venue":"Innovations Technology and Techniques in Cardiothoracic and Vascular Surgery","topic":"Cardiac tumors and thrombi","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Perioperative; Intensive care unit; Surgery; Ventricle; Median sternotomy; Cardiac surgery; Cardiopulmonary bypass; Cardiac Tumors; Cardiology; Internal medicine","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":[0.0008716413,0.0001966081,0.001103107,0.002176446,0.00004325555,0.00001388899,0.0000570825,0.0003522104,0.000005246222],"category_scores_gemma":[0.0002099617,0.0001795386,0.0002925289,0.001819677,0.0004506388,0.0001233834,0.000124448,0.0003939027,4.26238e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000720743,"about_ca_system_score_gemma":0.0002214594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002891963,"about_ca_topic_score_gemma":0.00000430918,"domain_scores_codex":[0.9985145,0.00007191567,0.0006232671,0.0003681653,0.0002214032,0.0002006888],"domain_scores_gemma":[0.9987984,0.0004908498,0.000109108,0.0003865529,0.0001802259,0.00003483946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001176524,0.00006490913,0.9515441,0.001088908,0.0005855269,0.0002579959,0.00004169873,7.720148e-8,0.004279155,0.005580622,0.00004048236,0.03639885],"study_design_scores_gemma":[0.0006508141,0.0003722004,0.9116694,0.001775377,0.0003775051,0.0002040106,0.0001070387,0.000002146381,0.08283719,0.0006609293,0.001085212,0.0002581542],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895489,0.00810782,0.0002306872,0.0002166022,0.0002575803,0.0004901066,0.00002536845,0.0002234036,0.0008995617],"genre_scores_gemma":[0.9955854,0.003285647,0.000850109,0.00001135197,0.00004629336,0.00012067,0.00004220812,0.00002523657,0.00003305878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07855804,"threshold_uncertainty_score":0.7321373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02343432190637681,"score_gpt":0.3178613799309399,"score_spread":0.294427058024563,"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."}}