{"id":"W7117307468","doi":"10.1097/aci.0000000000001132","title":"Editorial introductions","year":2025,"lang":"en","type":"article","venue":"Current Opinion in Allergy and Clinical Immunology","topic":"Contemporary Sociological Theory and Practice","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"MEDLINE; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Public 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006155331,0.002533594,0.001928877,0.005368895,0.002661378,0.008057764,0.003246041,0.005790194,0.1779874],"category_scores_gemma":[0.04851501,0.00081198,0.002327391,0.001690547,0.001401241,0.004668572,0.002637128,0.007107703,0.1124411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250308,"about_ca_system_score_gemma":0.004730461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000758678,"about_ca_topic_score_gemma":0.001445171,"domain_scores_codex":[0.9932193,0.001072094,0.0008826308,0.0009754383,0.003239083,0.0006114201],"domain_scores_gemma":[0.9562855,0.007531058,0.003286526,0.00174934,0.0247896,0.006357943],"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":[0.00002236495,0.000008085108,0.00002579407,0.0002277351,0.000005404432,0.00006296217,0.00001665935,0.00001823742,0.00004651078,0.0003435002,0.9857479,0.01347476],"study_design_scores_gemma":[0.00002242231,0.00001959185,0.0001047935,0.0004396165,0.00001088693,0.0002090684,0.00004160731,0.00004108893,0.00008111283,0.001011182,0.9980049,0.00001364136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008181982,0.005349961,0.0004131979,0.02744518,0.9553218,0.0000840069,0.0003788582,0.0002991398,0.01062609],"genre_scores_gemma":[0.001282611,0.008450259,0.0007330314,0.02718206,0.9131464,0.0001370405,0.0008447386,0.0003243312,0.04789957],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1779874,"threshold_uncertainty_score":0.5954272,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048519230670716,"score_gpt":0.4707189221145334,"score_spread":0.3658669990474618,"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."}}