{"id":"W4214537681","doi":"10.1016/j.hrthm.2022.01.026","title":"D. George Wyse, MD, PhD, FRCPC, FHRS (1941–2022)","year":2022,"lang":"pl","type":"article","venue":"Heart Rhythm","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; George (robot); Artificial intelligence; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002917923,0.0007383206,0.00145557,0.0005074816,0.006694725,0.00005343946,0.0005532697,0.0005851209,0.0712095],"category_scores_gemma":[0.0002609552,0.000801845,0.0005702572,0.001253807,0.0001658147,0.0003427563,0.001933683,0.005046512,0.01060823],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00248832,"about_ca_system_score_gemma":0.006288279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002911609,"about_ca_topic_score_gemma":0.0005664343,"domain_scores_codex":[0.9895115,0.002867214,0.001901309,0.001283118,0.001510183,0.002926662],"domain_scores_gemma":[0.9949985,0.001360858,0.0005726421,0.001767891,0.0002595267,0.001040601],"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":[0.0002415029,0.0003114149,0.007862144,0.0009687486,0.00008515072,0.0003802365,0.004274582,0.00001277846,0.00008402225,0.00335343,0.9776617,0.004764287],"study_design_scores_gemma":[0.001832982,0.0004879814,0.008489245,0.0001050463,0.0001000526,0.0005482517,0.002818418,0.00007061525,0.00003533319,0.0009615747,0.9837607,0.0007898553],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1923247,0.0943236,0.0001357437,0.4680635,0.07784081,0.009290916,0.004529314,0.0019183,0.1515731],"genre_scores_gemma":[0.1703442,0.01056947,0.001293828,0.5056507,0.008373446,0.00217809,0.001028119,0.0005812549,0.2999808],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1484077,"threshold_uncertainty_score":0.9994432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06013812807088941,"score_gpt":0.3845083331165371,"score_spread":0.3243702050456477,"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."}}