{"id":"W4311441908","doi":"10.1016/j.jcmg.2022.10.016","title":"Difficult and Thin-Walled","year":2022,"lang":"en","type":"letter","venue":"JACC. Cardiovascular imaging","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Materials science; Computer science","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":[0.0017056,0.001117189,0.001240751,0.001646041,0.006153245,0.005646011,0.001463741,0.04568097,0.0189858],"category_scores_gemma":[0.02024738,0.0009426969,0.001649968,0.0006227684,0.003226504,0.003859736,0.002685034,0.03968235,0.01319533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003020908,"about_ca_system_score_gemma":0.002491787,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002651712,"about_ca_topic_score_gemma":0.00679283,"domain_scores_codex":[0.998045,0.0003812962,0.0001817007,0.0003159378,0.0005913722,0.00048469],"domain_scores_gemma":[0.9938987,0.002073445,0.0004499168,0.0003670352,0.0007824703,0.002428459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00002387833,0.00003242205,0.0008891684,0.00002982381,0.0000205473,0.03193316,0.00007533256,0.00005201549,0.0001575065,0.002812997,0.9584173,0.005555872],"study_design_scores_gemma":[0.0001606048,0.0001003566,0.003160093,0.000734733,0.00006983632,0.07518863,0.0008426331,0.001130175,0.0002742368,0.02997881,0.8882594,0.0001004269],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001144536,0.002103923,0.0003234773,0.920367,0.05206309,0.00002912154,0.00006466283,0.00007524635,0.02382896],"genre_scores_gemma":[0.01249126,0.00218763,0.0007504561,0.7713803,0.1900731,0.00005422758,0.0000926466,0.0001104279,0.02285986],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04568097,"threshold_uncertainty_score":0.06351388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01701694912016342,"score_gpt":0.2588254458210857,"score_spread":0.2418084967009223,"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."}}