{"id":"W3047735891","doi":"10.14740/cr1134","title":"Catheter Reprocessing for Coronary Angiography: It is Not Safe","year":2020,"lang":"en","type":"article","venue":"Cardiology Research","topic":"Medical Device Sterilization and Disinfection","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Catheter; Thermogravimetric analysis; Coronary angiography; Lumen (anatomy); Percutaneous coronary intervention; Angiography; Percutaneous; Radiology; Cardiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0007515128,0.0001068418,0.0003275133,0.0001285888,0.0003224335,0.00001480985,0.0001877585,0.0003358426,0.0008689014],"category_scores_gemma":[0.0007167119,0.0000922529,0.0002647052,0.0003183085,0.0004999127,0.00005524305,0.0001073578,0.0003699741,0.0007244288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001753153,"about_ca_system_score_gemma":0.00008792394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006788898,"about_ca_topic_score_gemma":0.000001129457,"domain_scores_codex":[0.9983689,0.0004374174,0.0002201443,0.0004618708,0.00006421548,0.0004474067],"domain_scores_gemma":[0.9990089,0.0003657048,0.00003582563,0.0002252941,0.0002890085,0.00007524471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002208917,0.00007881611,0.03981312,0.0002622319,0.0008416547,0.00003304554,0.002582469,0.00001274518,0.1640779,0.0008054207,0.7531401,0.0361436],"study_design_scores_gemma":[0.001723438,0.0008454485,0.01151466,0.00002564902,0.00005313729,0.0001070074,0.0007677223,0.0000509733,0.009988643,0.0003798387,0.9743438,0.000199722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5823857,0.02794119,0.0779259,0.1850119,0.005277156,0.004888219,0.00059165,0.0008114302,0.1151669],"genre_scores_gemma":[0.9876874,0.0001062545,0.00005472455,0.01016717,0.0002072268,0.00009646236,0.0001881067,0.00001616511,0.001476496],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4053017,"threshold_uncertainty_score":0.9513862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.174726161814935,"score_gpt":0.4010103912054612,"score_spread":0.2262842293905261,"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."}}