{"id":"W6889074071","doi":"10.25358/openscience-7631","title":"Complications following MitraClip implantation","year":2021,"lang":"en","type":"article","venue":"Gutenberg Open Science","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institut de Cardiologie de Montréal","keywords":"MitraClip; Complication; Adverse effect; Mitral regurgitation; Mitral valve; Surgical complication","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001633554,0.00006410978,0.000132468,0.00004408729,0.0003058818,0.0002034742,0.0002440569,0.00001462938,0.00005201485],"category_scores_gemma":[0.0001064919,0.00005665545,0.0002456549,0.0005882888,0.00007072494,0.0003501895,0.000220506,0.00003783294,0.0001625551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007184084,"about_ca_system_score_gemma":0.0005433514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001110851,"about_ca_topic_score_gemma":0.000006595852,"domain_scores_codex":[0.9990406,0.00001236487,0.0001183417,0.0003359775,0.0003057986,0.0001868991],"domain_scores_gemma":[0.9991764,0.0000274658,0.0000317681,0.0004088971,0.0001722084,0.0001832042],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006064643,0.0008963927,0.8378745,0.00003337862,0.0004761022,0.0004264779,0.0005304801,0.00001887715,0.09701378,0.01160749,0.002229085,0.04883275],"study_design_scores_gemma":[0.0007825402,0.00002144073,0.9941497,0.00003436445,0.0001794283,0.00008539689,0.0002151818,0.00003995156,0.002782719,0.0003168476,0.001321281,0.00007116266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9020545,0.0001636261,0.0002222336,0.001376544,0.0003279548,0.0003429237,0.00002999617,0.00002664492,0.09545556],"genre_scores_gemma":[0.9945297,0.00001564158,0.003158225,0.0009151058,0.00002337717,0.00003557753,0.0000788726,0.000005539432,0.001237963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1562752,"threshold_uncertainty_score":0.2352626,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048104900786087,"score_gpt":0.4311777800844388,"score_spread":0.3906967310765779,"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."}}