{"id":"W7038394735","doi":"","title":"The Heartbeat of Innovation: A History of Cardiac Surgery at the Toronto General Hospital","year":2023,"lang":"en","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Photocathodes and Microchannel Plates","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Heartbeat; Cardiac surgery; General hospital; Electrocardiography; Heart disease","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002502204,0.0001176156,0.0001948838,0.0009767376,0.00007963001,0.00000601534,0.0001884788,0.0000571333,0.00001357194],"category_scores_gemma":[0.00002624008,0.00009045701,0.000123429,0.002710558,0.00009325139,0.0001403467,0.0001158843,0.00007349841,0.000006147749],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000547916,"about_ca_system_score_gemma":0.0001760693,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01886045,"about_ca_topic_score_gemma":0.004700939,"domain_scores_codex":[0.999326,0.00004285164,0.0001780658,0.0001220286,0.0001204122,0.0002106699],"domain_scores_gemma":[0.9993345,0.0001891892,0.00007054507,0.000279722,0.0001080667,0.00001800744],"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":[0.0005963273,0.0003105481,0.004109379,0.001254296,0.002455657,0.0001472717,0.1122005,0.004846399,0.05816667,0.007960326,0.7168187,0.09113394],"study_design_scores_gemma":[0.00007428066,0.00002537543,0.0001766862,0.00001665695,0.00002511952,0.000001144248,0.0007536624,0.0006484277,0.009232244,4.622863e-7,0.9889367,0.0001092235],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9198392,0.0001806676,0.00003133827,0.00005495187,0.001174353,0.0004308952,0.0000712235,0.0001846114,0.07803273],"genre_scores_gemma":[0.798844,0.1993354,0.00007317751,0.00002358122,0.0001619989,0.00001120079,0.00007895764,0.00005510258,0.001416621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.272118,"threshold_uncertainty_score":0.987673,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01623927912008473,"score_gpt":0.195881685423556,"score_spread":0.1796424063034713,"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."}}