{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002989699,0.001090392,0.002887859,0.003723045,0.0002398707,0.002679292,0.001121705,0.002048281,0.006196965],"category_scores_gemma":[0.004842454,0.0004431821,0.001392635,0.003291994,0.0009677703,0.00204507,0.001087488,0.002356648,0.001627974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008438934,"about_ca_system_score_gemma":0.002128661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001426905,"about_ca_topic_score_gemma":0.003122353,"domain_scores_codex":[0.9990959,0.0002381168,0.0001469537,0.0001414789,0.0003039525,0.00007359777],"domain_scores_gemma":[0.9953567,0.0035382,0.0004193534,0.00006003893,0.0005261339,0.00009949162],"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":[0.0001480316,0.00005932627,0.0002630681,0.03783537,0.0002878109,0.00008648368,0.00004955539,0.0002710246,0.0006383044,0.002985449,0.01301165,0.9443641],"study_design_scores_gemma":[0.0002676118,0.0005941929,0.004250153,0.04808688,0.00223467,0.00186702,0.0002686876,0.0006871584,0.0008394587,0.006933442,0.9338402,0.0001303897],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000430244,0.9993919,0.00008211204,0.0001504932,0.00009094603,0.000002917996,0.0000102508,0.000003295862,0.0002250689],"genre_scores_gemma":[0.0006343828,0.9982638,0.0003124023,0.0003374999,0.000298676,0.000006480217,0.00002003638,0.000001236449,0.0001256838],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006196965,"threshold_uncertainty_score":0.02073097,"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."}}