{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005356664,0.0003476563,0.0006432934,0.0009553641,0.001197673,0.001521504,0.000373545,0.001206018,0.003957192],"category_scores_gemma":[0.005025096,0.0001981192,0.00107686,0.0008710079,0.0004649785,0.0005661832,0.0006949711,0.00211669,0.0004892671],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101739,"about_ca_system_score_gemma":0.0006005464,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008896989,"about_ca_topic_score_gemma":0.00112422,"domain_scores_codex":[0.9992713,0.0001351282,0.0001340607,0.00006830521,0.0001478295,0.0002433578],"domain_scores_gemma":[0.9964592,0.00102468,0.00119256,0.0002533863,0.0001849089,0.0008852786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009171273,0.001030991,0.5401179,0.0005741685,0.001070227,0.2751613,0.001009068,0.001069193,0.004087332,0.003141645,0.005143967,0.158423],"study_design_scores_gemma":[0.0002997722,0.003584235,0.6632316,0.0003664429,0.000639239,0.3189589,0.0008967653,0.001474275,0.001549434,0.002731208,0.006143305,0.00012479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770522,0.007845717,0.001169043,0.001881011,0.0002797637,0.00003918705,0.0002225297,0.00004895976,0.01146151],"genre_scores_gemma":[0.9962119,0.001305421,0.0002230924,0.0006398945,0.0004547872,0.00001332503,0.0002693314,0.00001213971,0.0008700809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003957192,"threshold_uncertainty_score":0.01323807,"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."}}