{"id":"W2470865852","doi":"","title":"Influence of transesophageal echocardiography on intraoperative decision making for toronto stentless prosthetic valve implantation.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Cardiac skeleton; Prosthesis; Aortic valve; Aortic valve replacement; Cardiopulmonary bypass; Surgery; Radiology; Cardiology; Stenosis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001233719,0.0001635077,0.0001631124,0.0002969885,0.0001806531,0.0004862016,0.0001309972,0.000259742,0.000964035],"category_scores_gemma":[0.01640813,0.00007664835,0.0002488016,0.0001770304,0.0002352192,0.0002697383,0.0002086928,0.0003496102,0.0001221931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001950534,"about_ca_system_score_gemma":0.0003679875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009331871,"about_ca_topic_score_gemma":0.002180764,"domain_scores_codex":[0.999018,0.0004874703,0.0001392662,0.00008308594,0.0001858206,0.00008642546],"domain_scores_gemma":[0.9881421,0.007939414,0.002019062,0.0002298941,0.0006327528,0.001036835],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001094555,0.00003626547,0.9765028,0.00002799002,0.00004980885,0.0004976064,0.0001374882,0.0003081665,0.0004985059,0.00003156769,0.0002566441,0.02055858],"study_design_scores_gemma":[0.00004993427,0.000879418,0.9853939,0.0000809787,0.0001528216,0.004890328,0.0005313682,0.005736423,0.001286851,0.0001459178,0.0008251198,0.00002694379],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980224,0.0007035145,0.0003367635,0.0002269408,0.00003609637,0.000005793065,0.00005544341,0.000004286208,0.0006087343],"genre_scores_gemma":[0.9995535,0.0001207321,0.0002086827,0.00002431355,0.00002235801,0.000002197589,0.00003461646,0.000001133454,0.00003235205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001233719,"threshold_uncertainty_score":0.006524563,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01380022296556575,"score_gpt":0.3145374111553677,"score_spread":0.3007371881898019,"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."}}