{"id":"W4312290105","doi":"10.5114/jhi.2022.121031","title":"Considerations on mortality in 2020 in Poland in the context of the coronavirus pandemic","year":2022,"lang":"en","type":"article","venue":"Journal of Health Inequalities","topic":"Global Health Care Issues","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Context (archaeology); Pandemic; Coronavirus disease 2019 (COVID-19); Geography; Archaeology; Medicine; Infectious disease (medical specialty)","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":[],"consensus_categories":[],"category_scores_codex":[0.01223435,0.0001292529,0.0006391596,0.0002143001,0.0005066894,0.000005667614,0.0003208815,0.00007895712,0.0002181115],"category_scores_gemma":[0.001145915,0.00008109854,0.0000767575,0.0004498924,0.00008524186,0.00009232989,0.0001035236,0.00215102,0.000004100801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001169408,"about_ca_system_score_gemma":0.002812478,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02552594,"about_ca_topic_score_gemma":0.05941699,"domain_scores_codex":[0.9862409,0.009617767,0.002766061,0.0001270696,0.0007624227,0.0004858355],"domain_scores_gemma":[0.994448,0.0034831,0.001558555,0.0002968115,0.0001435121,0.00007003767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001682661,0.0001746623,0.9058228,0.0003042619,0.000006370495,0.00002591147,0.07297271,0.0002112285,0.00000389863,0.01344268,0.006650074,0.0002171648],"study_design_scores_gemma":[0.00154482,0.000393062,0.8178631,0.0005363052,0.000003441535,0.00002745147,0.1656046,0.0000169372,0.00000129365,0.006865945,0.007080076,0.00006299806],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638891,0.003473923,8.502282e-7,0.03000791,0.001085613,0.0008887226,0.000165337,0.000004808354,0.0004837246],"genre_scores_gemma":[0.9762849,0.0003433602,0.00001316681,0.02313565,0.0001013098,0.00006167407,0.000003553042,0.000009829896,0.00004650256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09263186,"threshold_uncertainty_score":0.9809632,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2865224648245292,"score_gpt":0.5147076810250939,"score_spread":0.2281852162005647,"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."}}