{"id":"W4387270798","doi":"10.5114/pja.2023.131713","title":"The COVID-19 pandemic – lessons (un)learned – the aftermath","year":2023,"lang":"en","type":"article","venue":"Alergologia Polska - Polish Journal of Allergology","topic":"Body Image and Dysmorphia Studies","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Infectious disease (medical specialty); Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008935332,0.001645345,0.001621109,0.001486102,0.004457732,0.009517302,0.002591711,0.0125649,0.0439817],"category_scores_gemma":[0.01809773,0.0006057437,0.00156223,0.001142597,0.004980816,0.01682495,0.007683615,0.02286187,0.01911528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005372331,"about_ca_system_score_gemma":0.01536619,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01380552,"about_ca_topic_score_gemma":0.01848638,"domain_scores_codex":[0.9946101,0.001574996,0.0002985195,0.0004643442,0.001674152,0.001377829],"domain_scores_gemma":[0.9867195,0.002712299,0.0005801033,0.0005994454,0.003558554,0.005830043],"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":[0.00008725038,0.00009632028,0.0006320276,0.000681435,0.00003582903,0.0002559964,0.0004927854,0.0001453368,0.0002554543,0.01192872,0.8909378,0.094451],"study_design_scores_gemma":[0.00003065805,0.00009596337,0.001252387,0.00189724,0.00002700124,0.000328549,0.002761232,0.0001239807,0.0002615971,0.02690369,0.9662421,0.00007551123],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008963916,0.1164098,0.001142621,0.7976678,0.06142418,0.00004986956,0.000782321,0.0002935471,0.0213334],"genre_scores_gemma":[0.03626689,0.2461028,0.005131859,0.6209927,0.04144352,0.0002082707,0.002074547,0.0004317413,0.04734771],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0439817,"threshold_uncertainty_score":0.1471335,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1452712704816113,"score_gpt":0.4107868174400034,"score_spread":0.2655155469583922,"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."}}