{"id":"W2435150395","doi":"10.1097/hco.0000000000000261","title":"Mitral clip–looking back and moving forward","year":2016,"lang":"en","type":"review","venue":"Current Opinion in Cardiology","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; St. Michael's Hospital; Toronto General Hospital","funders":"","keywords":"MitraClip; Medicine; Cardiogenic shock; Heart failure; Mitral regurgitation; Randomized controlled trial; Cardiology; Internal medicine; Intensive care medicine; Surgery; Myocardial infarction","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001828673,0.0004338771,0.00255948,0.0002789659,0.0000378761,0.00001433087,0.00008489668,0.0003304396,0.00006228218],"category_scores_gemma":[0.0000814388,0.0003003215,0.003060434,0.0001301439,0.0001054304,0.0000416607,0.0001563086,0.0003472745,0.0001722495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323218,"about_ca_system_score_gemma":0.0002215307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003957383,"about_ca_topic_score_gemma":5.549688e-8,"domain_scores_codex":[0.9979422,0.0002364592,0.0005729594,0.0006612135,0.0001440519,0.0004431006],"domain_scores_gemma":[0.9989287,0.000219704,0.0001857272,0.0004151703,0.00004144171,0.000209291],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002000248,0.00002835267,0.03513579,0.0153177,0.0009899547,0.000008461056,0.000007013093,9.493309e-8,1.672855e-8,0.0001397681,0.001824601,0.9465283],"study_design_scores_gemma":[0.00125634,0.00007886724,0.008179239,0.03005287,0.001277471,0.0001519042,0.00000493707,6.541329e-7,1.067016e-8,0.0000679474,0.9586692,0.000260557],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004703222,0.9908116,0.00003411425,0.00001982525,0.00703513,0.0009365386,0.000176656,0.00002679443,0.0009122575],"genre_scores_gemma":[0.0002205967,0.9970273,0.00002151607,0.00000813074,0.001941387,0.0001779585,0.0005143167,0.00005040907,0.00003840965],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9568446,"threshold_uncertainty_score":0.9999449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09005051704302199,"score_gpt":0.4597123455279708,"score_spread":0.3696618284849488,"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."}}