{"id":"W2615242669","doi":"10.1007/978-3-319-43757-6_27","title":"Difficult Cases and Complications from the Catheterization Laboratory: Postinfarction Ventricular Septal Defect Closure","year":2017,"lang":"en","type":"book-chapter","venue":"","topic":"Cardiac Structural Anomalies and Repair","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Montreal Heart Institute","funders":"","keywords":"Medicine; Cardiology; Internal medicine; Streptokinase; Cardiac catheterization; Myocardial infarction; Complication; Thrombolysis; Heart disease; Coronary arteries; Tissue plasminogen activator; Artery","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":[0.00003426181,0.0002114024,0.000283111,0.00002681932,0.0003574533,0.00006283591,0.00006027401,0.0002000191,0.0001718254],"category_scores_gemma":[0.00006680362,0.0001169106,0.0004140012,0.00001388626,0.0001453649,0.00003556939,0.00006209796,0.0001817483,0.0000255059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003901648,"about_ca_system_score_gemma":0.00004496924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002895558,"about_ca_topic_score_gemma":0.00005488513,"domain_scores_codex":[0.9992846,0.00001352808,0.0001600932,0.0002777956,0.0001671299,0.00009683879],"domain_scores_gemma":[0.9989902,0.0001080449,0.0001685426,0.0004557642,0.0002045919,0.00007288634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001583544,0.0004439285,0.3551554,0.001740678,0.03147715,0.004243025,0.003197142,0.00003396257,0.02027926,0.2201975,0.2465663,0.1150821],"study_design_scores_gemma":[0.0006237024,0.0001817449,0.4167243,0.0003115197,0.002167407,0.000745085,0.00005069398,0.00001823185,0.00007326582,0.0004280205,0.5783104,0.0003656161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7041968,0.01700168,0.00006772347,0.01108132,0.001655096,0.003474979,0.005027692,0.0005378712,0.2569568],"genre_scores_gemma":[0.879134,0.0009353033,0.000123529,0.000899851,0.001407835,0.00002300847,0.003552533,0.00006727672,0.1138567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3317441,"threshold_uncertainty_score":0.4767475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01468044406548094,"score_gpt":0.2403349766621832,"score_spread":0.2256545325967023,"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."}}