{"id":"W2960426091","doi":"10.2196/14443","title":"Modular Catheter Systems in Minimally Invasive Interventional Medical Procedures: Case Study","year":2019,"lang":"en","type":"article","venue":"JMIR Biomedical Engineering","topic":"Cardiac Valve Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Modular design; Medicine; Catheter; Angioplasty; Adapter (computing); Balloon; Balloon catheter; Surgery; Radiology; Computer science; Computer hardware; Operating system","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":[0.001059487,0.001518879,0.0006835082,0.002921225,0.001897434,0.001649712,0.001525183,0.005178981,0.002322185],"category_scores_gemma":[0.005389951,0.0008479079,0.00123306,0.001753213,0.002549754,0.001743083,0.001969009,0.00290264,0.001086221],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001062555,"about_ca_system_score_gemma":0.0007081263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005404882,"about_ca_topic_score_gemma":0.0009282596,"domain_scores_codex":[0.9980259,0.0003909363,0.000222424,0.0003190458,0.0006389415,0.0004027265],"domain_scores_gemma":[0.9973009,0.0008906588,0.0007386152,0.0002500446,0.0001369558,0.000682839],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005866938,0.0002297505,0.01811878,0.000163175,0.0000359221,0.9638968,0.001207746,0.0004452594,0.002602387,0.002140826,0.0008469313,0.01025374],"study_design_scores_gemma":[0.00000539515,0.0001466301,0.002941182,0.00002934558,0.00001305455,0.9924191,0.0002059934,0.0005757561,0.0008554566,0.000236441,0.002558279,0.00001343957],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9444191,0.008103808,0.03037663,0.002059177,0.0003713023,0.0003491281,0.00009729151,0.0002669253,0.01395664],"genre_scores_gemma":[0.9812309,0.002514078,0.0128891,0.0005681902,0.0004142438,0.00007203375,0.00007587427,0.00005150957,0.002184129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005178981,"threshold_uncertainty_score":0.007768512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008859042310388168,"score_gpt":0.3132802493309764,"score_spread":0.3044212070205882,"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."}}