{"id":"W3126483835","doi":"10.1038/s43587-021-00030-w","title":"When apathy is deadlier than COVID-19","year":2021,"lang":"en","type":"letter","venue":"Nature Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Impact; Canadian Arthritis Patient Alliance; McMaster University; Statistics Canada","funders":"","keywords":"Apathy; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Psychology; Medicine; Psychiatry; Internal medicine; Outbreak; Cognition; Infectious disease (medical specialty)","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0005526521,0.0004694545,0.0007265171,0.0003588371,0.0009248339,0.00005605482,0.0005000268,0.005032012,0.004671772],"category_scores_gemma":[0.0004902797,0.0004271282,0.0003433964,0.000386295,0.00004930593,0.00008404575,0.0002440038,0.0154957,0.0004438415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008048129,"about_ca_system_score_gemma":0.00185836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005628813,"about_ca_topic_score_gemma":0.0001361475,"domain_scores_codex":[0.9960888,0.0006446521,0.0005124352,0.0008627485,0.0007141774,0.001177196],"domain_scores_gemma":[0.9971621,0.0009909765,0.000375571,0.0009421943,0.000276383,0.0002527645],"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":[0.00001078248,0.000007545173,0.0009269276,0.001052517,0.00007723663,0.0006883654,0.01345644,1.22649e-7,0.000005920174,0.00001527779,0.982473,0.001285912],"study_design_scores_gemma":[0.0004565351,0.00001257519,0.0002083195,0.000553105,0.0001645955,0.0000208385,0.001973005,0.000001626253,0.00001395497,0.001155983,0.994987,0.0004524891],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003153605,0.01621903,0.0001371653,0.9535339,0.01108699,0.0005505803,0.0001817692,0.0002983637,0.01767685],"genre_scores_gemma":[0.001197656,0.0001348911,0.0006182502,0.9191011,0.01953146,0.00006831169,0.001316638,0.0001272928,0.05790444],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04022759,"threshold_uncertainty_score":0.999818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04320896595869873,"score_gpt":0.3993567879463313,"score_spread":0.3561478219876326,"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."}}