{"id":"W3157573267","doi":"10.1002/ccd.29746","title":"The transseptal puncture experience: Safety insights from FDA MAUDE database","year":2021,"lang":"en","type":"article","venue":"Catheterization and Cardiovascular Interventions","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Complication; Perforation; Surgery; Database; General surgery","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":[0.009399212,0.0002651663,0.0007724738,0.007122569,0.0004303542,0.001899665,0.001205985,0.000712481,0.003287405],"category_scores_gemma":[0.06853215,0.0003038528,0.000973202,0.008848539,0.0003401401,0.001603196,0.001389945,0.0007869588,0.0010196],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001175187,"about_ca_system_score_gemma":0.001376196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004645085,"about_ca_topic_score_gemma":0.006381067,"domain_scores_codex":[0.9849199,0.00375684,0.005224685,0.001445245,0.004152882,0.000500538],"domain_scores_gemma":[0.8668246,0.04772076,0.06496354,0.004249164,0.01492723,0.001314674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006444229,0.0001166271,0.9461034,0.001342527,0.000494762,0.0003329322,0.0005322503,0.0002125079,0.000202503,0.0005861542,0.01811001,0.03132192],"study_design_scores_gemma":[0.000179449,0.0002584732,0.9585835,0.001471227,0.0006330844,0.003265701,0.0009362313,0.001195401,0.0006479765,0.0003420786,0.03240786,0.00007903339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7989448,0.03749596,0.002760809,0.005165525,0.00009142543,0.0006892599,0.1324397,0.0002686933,0.02214383],"genre_scores_gemma":[0.9134367,0.01269344,0.004610512,0.002640151,0.0002077952,0.000800714,0.06464099,0.0000983186,0.0008714888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009399212,"threshold_uncertainty_score":0.04970837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02611029022483756,"score_gpt":0.2742419902131509,"score_spread":0.2481316999883134,"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."}}