{"id":"W1979507930","doi":"10.1532/hsf.842","title":"A Simple Method of Creating LVAD Outflow Tract Aortic Anastomosis","year":2005,"lang":"en","type":"article","venue":"The Heart Surgery Forum","topic":"Mechanical Circulatory Support Devices","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Anastomosis; Ascending aorta; Ventricular outflow tract; Outflow; Aorta; Surgery; 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":[0.001263493,0.0001735775,0.0004466868,0.00009172581,0.0001134132,0.0000190179,0.0001411628,0.00008083679,0.0005147878],"category_scores_gemma":[0.0001465371,0.0001366199,0.0002760013,0.0002724068,0.00002515185,0.0001732128,0.00003957583,0.0001811057,0.0001007252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003698654,"about_ca_system_score_gemma":0.00002632412,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004442346,"about_ca_topic_score_gemma":0.00003242589,"domain_scores_codex":[0.998418,0.0001045499,0.000529506,0.0001692366,0.0002544195,0.0005242511],"domain_scores_gemma":[0.9982094,0.001125493,0.00007103915,0.0004507991,0.00003082071,0.0001124944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007113808,0.0004424945,0.5358114,0.0009615619,0.0007274695,0.00003110654,0.00198761,0.07631157,0.04532801,0.001217426,0.05954604,0.2775642],"study_design_scores_gemma":[0.0004086385,0.00007766029,0.08573274,0.0002156608,0.0002667378,0.0001641976,0.001030928,0.546688,0.1506032,0.00158842,0.2120375,0.001186239],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854941,0.0004677609,0.01095178,0.0009709302,0.000275766,0.0002428698,0.00002131075,0.0003749266,0.001200533],"genre_scores_gemma":[0.9969168,0.000005693875,0.002491551,0.000362531,0.00009891114,0.00002247376,0.000006463589,0.00004873038,0.00004679563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4703765,"threshold_uncertainty_score":0.5636565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02545871720609364,"score_gpt":0.27406156680433,"score_spread":0.2486028495982363,"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."}}