{"id":"W4394806126","doi":"10.1016/j.jocmr.2024.100850","title":"Characterization of Cardiac Fat in Atrial Fibrillation Patients Prior to Ablation Treatment","year":2024,"lang":"en","type":"article","venue":"Journal of Cardiovascular Magnetic Resonance","topic":"Cardiovascular Disease and Adiposity","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Angiology; Atrial fibrillation; Internal medicine; Cardiology; Ablation; Catheter ablation","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":[],"consensus_categories":[],"category_scores_codex":[0.0004267338,0.0001508798,0.0007510854,0.0003250112,0.00002078912,0.00002918413,0.00005249069,0.00008680171,0.00001519166],"category_scores_gemma":[0.00008151035,0.0001256236,0.002298394,0.0004809808,0.00001998286,0.0001633958,0.00001884599,0.00007999975,0.000008450524],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001682806,"about_ca_system_score_gemma":0.0001329289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001613167,"about_ca_topic_score_gemma":4.860425e-7,"domain_scores_codex":[0.9981159,0.000161187,0.000585294,0.0002164366,0.0007667458,0.0001544306],"domain_scores_gemma":[0.9992061,0.0000352795,0.00008981353,0.0003205042,0.0002217184,0.0001265807],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005120693,0.00003677929,0.01772275,0.0001391017,0.001044591,0.00006630174,0.0002579603,0.0006497973,0.004058272,0.00001139061,0.00001443256,0.9754866],"study_design_scores_gemma":[0.00185096,0.0007725431,0.7183663,0.0005814452,0.001927648,0.0000329006,0.000009907505,0.0002700557,0.003562945,0.000009061216,0.2725033,0.0001129686],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.831296,0.1671908,0.000230534,0.00007622142,0.0005010957,0.0005892086,0.00001591918,0.000009327392,0.0000909333],"genre_scores_gemma":[0.979504,0.01878881,0.0003093453,0.00001127734,0.001212723,0.00000433399,0.00002932993,0.00002512226,0.000114996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9753736,"threshold_uncertainty_score":0.5122783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007643402539659532,"score_gpt":0.2309902544109342,"score_spread":0.2233468518712747,"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."}}