{"id":"W6930879966","doi":"10.5281/zenodo.14651862","title":"Аналіз впливу короновірусної інфекції на здоров'я людства: епідеміологічні данні, вакцинаційні стратегії, психологічний аспект, наслідки (огляд літератури)","year":2024,"lang":"uk","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Preterm Birth and Chorioamnionitis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Identification (biology); Context (archaeology); Product (mathematics)","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","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002265874,0.001185469,0.001146913,0.001392461,0.004497865,0.004296521,0.002878908,0.0007538427,0.0869218],"category_scores_gemma":[0.001984871,0.001252208,0.0006636882,0.002715124,0.001042986,0.001198515,0.003131874,0.002696603,0.1266174],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001199823,"about_ca_system_score_gemma":0.0001697422,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002013679,"about_ca_topic_score_gemma":0.000006709087,"domain_scores_codex":[0.9897727,0.00130379,0.001619853,0.002456893,0.002166266,0.002680486],"domain_scores_gemma":[0.9936185,0.00022262,0.000378968,0.002306197,0.001569482,0.001904225],"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":[0.0006710588,0.0007154697,0.00005921547,0.002504225,0.0009937972,0.001830427,0.005596257,0.00002320569,0.005052591,0.01931279,0.7004748,0.2627662],"study_design_scores_gemma":[0.002536026,0.001590169,0.001335216,0.00175446,0.0005232899,0.001606263,0.001389762,0.002142441,0.001429533,0.00105891,0.983355,0.001278953],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0782233,0.02671145,0.00626401,0.01740637,0.008339019,0.005681319,0.006604304,0.01156205,0.8392082],"genre_scores_gemma":[0.9289902,0.006768791,0.0003281455,0.001224975,0.004292916,0.000001042413,0.00790458,0.007714535,0.04277481],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8507669,"threshold_uncertainty_score":0.9996042,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03250419876946484,"score_gpt":0.2645660742998536,"score_spread":0.2320618755303887,"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."}}