{"id":"W4402349582","doi":"10.1016/j.jcin.2024.07.007","title":"Emerging Hybrid Intracoronary Imaging Technologies and Their Applications in Clinical Practice and Research","year":2024,"lang":"en","type":"review","venue":"JACC: Cardiovascular Interventions","topic":"Coronary Interventions and Diagnostics","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Institute of Biomedical Imaging and Bioengineering; National Heart, Lung, and Blood Institute","keywords":"Clinical Practice; Computer science; Data science; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.004572439,0.0004577996,0.001992002,0.001398047,0.0002160636,0.000200238,0.0002808099,0.0002783373,0.00003031289],"category_scores_gemma":[0.002594322,0.0003562366,0.004358168,0.0009552136,0.0004934655,0.0002255594,0.001119285,0.002410009,0.00006965583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002167977,"about_ca_system_score_gemma":0.0002043106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008216087,"about_ca_topic_score_gemma":0.00002491434,"domain_scores_codex":[0.9957139,0.0007636975,0.001629174,0.001053993,0.0003943494,0.0004448312],"domain_scores_gemma":[0.9965354,0.001566829,0.0001861867,0.001244355,0.000328013,0.0001391774],"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":[0.000005238598,0.0003756799,0.00008973411,0.01878835,0.002481629,0.0004696524,0.00003909682,2.912598e-7,3.994649e-8,0.0008065635,0.001805328,0.9751384],"study_design_scores_gemma":[0.0003247033,0.0001272186,0.0001815469,0.04046922,0.006449253,0.003382885,0.002862304,0.00004309785,3.116309e-7,0.0007981015,0.9450815,0.0002798338],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000672821,0.9926838,0.002777147,0.0006127452,0.0003117974,0.002276608,0.0001344603,0.0002407265,0.0008954083],"genre_scores_gemma":[0.001727977,0.994944,0.001108753,0.00001389434,0.0002326969,0.001390246,0.0002249415,0.00009311869,0.0002644174],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9748586,"threshold_uncertainty_score":0.9998915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1162249534075239,"score_gpt":0.4833924411281962,"score_spread":0.3671674877206723,"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."}}