{"id":"W4377011990","doi":"10.1109/tbme.2023.3276199","title":"The CathPilot: Performance Validation and Preclinical Safety and Feasibility Assessment","year":2023,"lang":"en","type":"article","venue":"IEEE Transactions on Biomedical Engineering","topic":"Peripheral Artery Disease Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Hospital; University of Toronto; Sunnybrook Health Science Centre; Toronto Metropolitan University","funders":"Natural Sciences and Engineering Research Council of Canada; Toronto Metropolitan University","keywords":"Reliability engineering; Computer science; Systems engineering; Medical physics; Engineering; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003454689,0.0006397009,0.0003737584,0.0005837078,0.0002322562,0.000723216,0.0006225526,0.0007009569,0.001054235],"category_scores_gemma":[0.003437801,0.0002233627,0.0002839026,0.0002949554,0.0004744258,0.0005339762,0.0003743669,0.0004867024,0.0004052111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003354419,"about_ca_system_score_gemma":0.0007083484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005260856,"about_ca_topic_score_gemma":0.0004435403,"domain_scores_codex":[0.998697,0.0003424742,0.0001013322,0.0001928798,0.0006010999,0.00006524035],"domain_scores_gemma":[0.997575,0.0005918837,0.0005002601,0.0002659007,0.0008962177,0.0001707783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001267412,0.000623025,0.00464431,0.0007158548,0.00006777295,0.0003971263,0.0002338193,0.001545175,0.9391254,0.0003885645,0.0008215989,0.05016997],"study_design_scores_gemma":[0.0002221202,0.02878401,0.02306925,0.0001272442,0.0002302115,0.004069902,0.0001040983,0.01244378,0.9130936,0.0001520161,0.01760684,0.00009694019],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8651496,0.007278309,0.1221934,0.0003799821,0.0001837294,0.000925357,0.0004902242,0.0007923517,0.002607079],"genre_scores_gemma":[0.9001644,0.004587546,0.09002748,0.0002017531,0.000137935,0.0006534772,0.001119697,0.0001856989,0.002922004],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003454689,"threshold_uncertainty_score":0.01827031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02864178889953292,"score_gpt":0.3138072684217502,"score_spread":0.2851654795222173,"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."}}