{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005288155,0.0004001815,0.0006534975,0.0006190626,0.0008556967,0.002015521,0.0006925134,0.001622827,0.003829519],"category_scores_gemma":[0.01076588,0.0001870132,0.0005302166,0.0006429526,0.002041125,0.001947755,0.0006787641,0.001725403,0.00168267],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004543304,"about_ca_system_score_gemma":0.0009396828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004243392,"about_ca_topic_score_gemma":0.0006239691,"domain_scores_codex":[0.9956851,0.001094966,0.0003390422,0.0004442736,0.00216564,0.0002711202],"domain_scores_gemma":[0.9821243,0.004772081,0.006078624,0.001777879,0.004057661,0.001189475],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001420584,0.0007088383,0.117489,0.00428523,0.00052062,0.003405534,0.002169469,0.0004415778,0.09858399,0.006355431,0.02193088,0.7426888],"study_design_scores_gemma":[0.0001864322,0.01070273,0.3438053,0.007606377,0.001047564,0.05098311,0.01072456,0.00158398,0.1258321,0.02617289,0.4210049,0.0003500915],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6363951,0.2011629,0.04358513,0.09044987,0.004484859,0.0002516855,0.0003156017,0.0006272502,0.02272766],"genre_scores_gemma":[0.8890001,0.05166414,0.03466846,0.01495449,0.002245569,0.00008966502,0.0002810852,0.0002418821,0.006854741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005288155,"threshold_uncertainty_score":0.02796674,"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."}}