{"id":"W4206727522","doi":"10.5744/bi.2021.0003","title":"Beyond Mortality","year":2021,"lang":"en","type":"article","venue":"Bioarchaeology International","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University","funders":"","keywords":"Poliomyelitis; Bioarchaeology; Pandemic; Smallpox; Disease; Measles; Paralysis; Medicine; Infectious disease (medical specialty); Pediatrics; History; Psychiatry; Coronavirus disease 2019 (COVID-19); Vaccination; Virology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001045073,0.00005421097,0.00009904856,0.00008905852,0.0000383224,0.000006267882,0.00005696651,0.00006752169,0.004701063],"category_scores_gemma":[0.0001129376,0.00004878426,0.00007667709,0.0001088946,0.0005234663,0.0000388655,0.0001376538,0.0001541924,0.000205415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005016916,"about_ca_system_score_gemma":0.0001469955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002317065,"about_ca_topic_score_gemma":0.0003240133,"domain_scores_codex":[0.9993316,0.00003105413,0.0001226122,0.0001739641,0.0001979843,0.0001427887],"domain_scores_gemma":[0.9994479,0.00002942974,0.00001716072,0.0001325353,0.0002969434,0.00007605167],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006367259,0.000260201,0.8515623,0.00001261567,0.0003346218,0.000842182,0.00009015418,0.000001709221,0.01550312,0.1202037,0.003735385,0.007390313],"study_design_scores_gemma":[0.001421559,0.0001641982,0.8582247,0.00001464327,0.00003796747,0.001977932,0.0002042776,0.0006863707,0.04284869,0.007595697,0.08669613,0.0001278427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913302,0.000129254,0.0008633325,0.02741053,0.0008433826,0.00006786917,0.00002436252,0.0000445002,0.07928657],"genre_scores_gemma":[0.9858109,0.00007819037,0.000777767,0.001076633,0.0003255858,0.00001117459,0.0001590301,0.000005918685,0.01175478],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.112608,"threshold_uncertainty_score":0.9962088,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03669346932148622,"score_gpt":0.3799288832309015,"score_spread":0.3432354139094153,"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."}}