{"id":"W4360592200","doi":"10.5114/pja.2023.125766","title":"Significantly higher death toll along with COVID-19 mortality than influenza have been reduced by vaccination and restrictions","year":2023,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Death toll; Vaccination; Toll; Medicine; Virology; Immunology; Environmental health","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001034524,0.0003726731,0.0008891368,0.0008259541,0.000293912,0.00005166288,0.0002752672,0.0004797813,0.0001787573],"category_scores_gemma":[0.001833314,0.000295532,0.0001590375,0.0006361326,0.0002093758,0.0003316542,0.0001076398,0.0008339211,0.00001452735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005296333,"about_ca_system_score_gemma":0.001991673,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006672502,"about_ca_topic_score_gemma":0.001676648,"domain_scores_codex":[0.9966992,0.0003987684,0.001056572,0.0004765825,0.0005385223,0.0008304029],"domain_scores_gemma":[0.9960788,0.0009555033,0.0008351041,0.0004358216,0.0004712204,0.001223581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001618726,0.0002822539,0.8884856,0.00021611,0.0009437524,0.001669868,0.001447588,0.0001175605,0.002211814,0.001260572,0.1008441,0.0009020522],"study_design_scores_gemma":[0.003862572,0.002726135,0.976046,0.00007093204,0.000314151,0.001468156,0.0006714922,0.00002179896,0.0002992195,0.0009311548,0.01331013,0.0002782157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658388,0.0007520893,0.0001290479,0.03152148,0.0004192422,0.000484158,0.00007382175,0.0001471411,0.0006342419],"genre_scores_gemma":[0.9878291,0.001315258,0.0002178592,0.009372461,0.0005148191,0.00001938378,0.0000658578,0.00004994419,0.0006153536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08756042,"threshold_uncertainty_score":0.9999497,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1242451738500182,"score_gpt":0.4164633419583563,"score_spread":0.2922181681083381,"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."}}