{"id":"W4412747588","doi":"10.1016/j.jaccas.2025.104439","title":"Pushing the Limits","year":2025,"lang":"en","type":"article","venue":"JACC Case Reports","topic":"Cardiac Arrhythmias and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Abbott (Canada); Queen's University","funders":"","keywords":"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":[0.0009657702,0.001192576,0.0008796427,0.00201455,0.003113169,0.003662997,0.001486331,0.006562132,0.007196901],"category_scores_gemma":[0.007202614,0.0005695723,0.001128901,0.00114842,0.002715529,0.005487976,0.003039431,0.006391155,0.003411062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371967,"about_ca_system_score_gemma":0.001254603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001417212,"about_ca_topic_score_gemma":0.001517042,"domain_scores_codex":[0.9986317,0.0002634621,0.0001447816,0.000309334,0.0002419284,0.0004088778],"domain_scores_gemma":[0.9967663,0.001035077,0.0006515961,0.0003813863,0.0003700678,0.0007955485],"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":[0.00006516981,0.00006343731,0.008258632,0.0001443275,0.00003609663,0.9319605,0.000930684,0.0002018648,0.0009076464,0.0116321,0.01762988,0.02816962],"study_design_scores_gemma":[0.000007939307,0.00001200205,0.0004140507,0.0001310902,0.000009349652,0.9824782,0.0004650762,0.0001697356,0.0001612977,0.004346456,0.01179345,0.00001140553],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3476499,0.09607292,0.05080999,0.2627138,0.01391137,0.0005172568,0.001081794,0.001094427,0.2261485],"genre_scores_gemma":[0.8852728,0.01847749,0.01901091,0.04611583,0.01433652,0.0001877392,0.000411571,0.0002276398,0.0159595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007196901,"threshold_uncertainty_score":0.02407604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01610971142461848,"score_gpt":0.3113563126215806,"score_spread":0.2952466011969622,"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."}}