{"id":"W4312019561","doi":"10.1093/eurheartj/ehac725","title":"In memoriam: Professor Domenico Pagano","year":2022,"lang":"en","type":"article","venue":"European Heart Journal","topic":"Medical History and Innovations","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; European Association for Cardio-Thoracic Surgery","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001281913,0.00006457804,0.00009780303,0.0001483735,0.001081212,0.00006004611,0.0001607518,0.000005116673,0.04518586],"category_scores_gemma":[0.00004639595,0.00005727257,0.00004770766,0.00006974426,0.00008239196,0.000184191,0.00007382357,0.00070805,0.0003722128],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007579156,"about_ca_system_score_gemma":0.00005726286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003079503,"about_ca_topic_score_gemma":0.00001006479,"domain_scores_codex":[0.9987115,0.0004911083,0.000271154,0.00009174568,0.0002549202,0.0001795252],"domain_scores_gemma":[0.9996909,0.00003374096,0.00007246035,0.00009754718,0.00003478014,0.00007056072],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001688246,0.0001054965,0.0001001222,0.000004018243,0.000006153898,0.0001791428,0.01565429,0.00000531487,0.00006161743,0.05528293,0.9283264,0.0002576843],"study_design_scores_gemma":[0.0003439786,0.0001130296,0.0003128438,0.00000846407,0.000002631171,0.000137597,0.001942332,0.000005657577,0.000003294146,0.0007253616,0.9963291,0.00007567026],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1941548,0.0004067943,0.00001697845,0.01856803,0.02272855,0.0002060276,0.00002740442,0.000066282,0.7638252],"genre_scores_gemma":[0.8535647,0.000008704109,0.00008643109,0.009382796,0.008249434,0.00001042245,0.00001135959,0.00003571413,0.1286505],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6594099,"threshold_uncertainty_score":0.955687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08781314565300265,"score_gpt":0.2823803669721591,"score_spread":0.1945672213191565,"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."}}