{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003571049,0.0007991974,0.0008117662,0.003467549,0.002235088,0.006719548,0.001737219,0.002484037,0.1009058],"category_scores_gemma":[0.01469863,0.0002315873,0.0008115848,0.003240967,0.002579118,0.007042846,0.005499801,0.003894682,0.02462214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003789027,"about_ca_system_score_gemma":0.005144387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009273124,"about_ca_topic_score_gemma":0.006213917,"domain_scores_codex":[0.9954336,0.001463543,0.0002915998,0.0007717842,0.001279469,0.0007600511],"domain_scores_gemma":[0.9929706,0.001512984,0.000963926,0.0006926047,0.002146555,0.001713286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001214614,0.0000965674,0.02075291,0.001026962,0.0001204219,0.0002767497,0.00389799,0.0006075611,0.0002194487,0.315322,0.3838675,0.2736906],"study_design_scores_gemma":[0.00001264432,0.00008607131,0.01151257,0.0008537862,0.00002909824,0.0003336154,0.001659906,0.000197022,0.00009378885,0.04257661,0.9426125,0.00003245376],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01712359,0.03681161,0.01219353,0.149775,0.01288535,0.0002828302,0.01984814,0.0008070464,0.7502729],"genre_scores_gemma":[0.452069,0.06261557,0.007824802,0.05622681,0.02214564,0.0009208121,0.01913265,0.0008424963,0.3782223],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1009058,"threshold_uncertainty_score":0.3375636,"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."}}