{"id":"W4397044505","doi":"10.1080/14796678.2024.2348382","title":"Viral cardiovascular surgical diseases: global burdens, challenges and opportunities","year":2024,"lang":"en","type":"review","venue":"Future Cardiology","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Disease; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006459949,0.000531381,0.0009269777,0.001801957,0.0003629639,0.001447669,0.0005298311,0.001195936,0.004321148],"category_scores_gemma":[0.001170229,0.0001861354,0.000464031,0.001531747,0.0004890749,0.001424006,0.0007229215,0.001601251,0.001418765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005110923,"about_ca_system_score_gemma":0.001875316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087276,"about_ca_topic_score_gemma":0.001980438,"domain_scores_codex":[0.9997268,0.00006577655,0.00004272572,0.0000322371,0.0001033659,0.00002902293],"domain_scores_gemma":[0.9993218,0.0003780899,0.00008116628,0.00001424286,0.000146973,0.00005777941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005181953,0.0000556023,0.000469823,0.01981763,0.00008654452,0.0003165217,0.0001825568,0.0002549244,0.001054931,0.005931798,0.04798745,0.9237903],"study_design_scores_gemma":[0.000007934478,0.00007666997,0.001149216,0.01044169,0.0001026337,0.002155866,0.0002818413,0.0001022207,0.0002187272,0.003787692,0.9816533,0.00002232833],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001465733,0.9969755,0.000123881,0.001145748,0.0004198584,0.000003612509,0.00001789972,0.000008733433,0.001158224],"genre_scores_gemma":[0.0005977156,0.9981794,0.0001386818,0.0003334786,0.0003831566,0.000002695644,0.00002131689,0.00000115981,0.0003423741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004321148,"threshold_uncertainty_score":0.01445574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1007961678585214,"score_gpt":0.3701702744941091,"score_spread":0.2693741066355876,"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."}}