{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009180491,0.0001254125,0.00021849,0.00004079067,0.0002997832,0.0001203225,0.00007651134,0.000053838,0.0002780125],"category_scores_gemma":[0.00006759403,0.00008916551,0.001048184,0.000192769,0.00008701941,0.0001422734,0.00006363294,0.00009814635,0.0000154125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001724434,"about_ca_system_score_gemma":0.000020656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000209529,"about_ca_topic_score_gemma":0.00003652713,"domain_scores_codex":[0.998983,0.0001027351,0.0002468138,0.0003044804,0.0002413456,0.0001216304],"domain_scores_gemma":[0.9991854,0.00003385263,0.00003000678,0.0005685528,0.0000906705,0.0000915518],"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":[0.000889048,0.003864223,0.03293455,0.00248448,0.03475755,0.002007384,0.02743295,0.0005587214,0.04680984,0.06459714,0.01245148,0.7712126],"study_design_scores_gemma":[0.005515191,0.0001641226,0.2157827,0.001162814,0.004080981,0.0001257846,0.009307468,0.000555735,0.01182043,0.0006819304,0.7501855,0.000617402],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7542579,0.05142821,0.1851304,0.001538576,0.00102429,0.0007113237,0.0001803432,0.0001714354,0.005557586],"genre_scores_gemma":[0.9939985,0.00337242,0.0002605379,0.0002200647,0.0001192531,0.00007981111,0.0009637234,0.00001659986,0.000969117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7705953,"threshold_uncertainty_score":0.3636064,"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."}}