{"id":"W2510597451","doi":"10.1016/j.athoracsur.2016.01.064","title":"Minimally Invasive Periareolar Approach to Unroofed Coronary Sinus Atrial Septal Defect Repair","year":2016,"lang":"en","type":"article","venue":"The Annals of Thoracic Surgery","topic":"Cardiovascular and Diving-Related Complications","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Alberta","funders":"","keywords":"Medicine; Surgery; Coronary sinus; Septum secundum; 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":[0.002013352,0.0002122771,0.0006446663,0.0002145338,0.0001304684,0.00001495668,0.0002039155,0.0001251515,0.00009388371],"category_scores_gemma":[0.002288599,0.0001269004,0.004672758,0.000463518,0.000152185,0.00009912744,0.0001573601,0.0001406659,0.0001434645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003127863,"about_ca_system_score_gemma":0.0003205939,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004387433,"about_ca_topic_score_gemma":0.000004393466,"domain_scores_codex":[0.9979067,0.0003876791,0.0004844841,0.0003920799,0.0004681583,0.0003608449],"domain_scores_gemma":[0.9965419,0.001625908,0.0001547683,0.00109459,0.0003629312,0.0002199396],"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":[0.03535345,0.002616147,0.09743262,0.001474782,0.03927602,0.0008477365,0.00395461,0.0004543838,0.06407535,0.001802574,0.3547676,0.3979447],"study_design_scores_gemma":[0.005162423,0.00231066,0.7404454,0.006348561,0.01398338,0.007977353,0.00232659,0.000248825,0.1234491,0.003346079,0.09058083,0.003820773],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844456,0.004775626,0.0005225637,0.003172072,0.000263223,0.0006554937,0.00004658227,0.0001870936,0.005931786],"genre_scores_gemma":[0.9976373,0.0002403076,0.0003579799,0.0006539406,0.0003759977,0.00004465013,0.0000328378,0.00003866098,0.0006183176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6430128,"threshold_uncertainty_score":0.5174848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09273496429048535,"score_gpt":0.3410228171682894,"score_spread":0.2482878528778041,"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."}}