{"id":"W4413552853","doi":"10.64628/aam.69wh49kd5","title":"When will we return to normal after coronavirus? The data will tell us","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; New normal; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006313279,0.0005119306,0.001039569,0.0007978125,0.001520391,0.006273272,0.000972688,0.005800423,0.04814346],"category_scores_gemma":[0.04501882,0.0002205908,0.001158734,0.001109929,0.002069271,0.009047155,0.001379426,0.01091766,0.01992225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001950885,"about_ca_system_score_gemma":0.004312171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008839489,"about_ca_topic_score_gemma":0.007676848,"domain_scores_codex":[0.9973254,0.000858612,0.0002421863,0.0003008004,0.000573886,0.0006991176],"domain_scores_gemma":[0.9828284,0.006274813,0.001759929,0.001663546,0.004280412,0.003192913],"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":[0.000669575,0.000167028,0.01116752,0.0005672433,0.0001629083,0.0003881735,0.0003808573,0.0001448655,0.0005226238,0.02319347,0.8185316,0.1441042],"study_design_scores_gemma":[0.0001334863,0.0001880056,0.01668643,0.001795472,0.0002070175,0.000740684,0.002436955,0.0001817061,0.0009409778,0.0948125,0.881754,0.0001228292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.007073511,0.04128148,0.002022438,0.8723683,0.04339743,0.00003920755,0.003700563,0.0003449293,0.02977206],"genre_scores_gemma":[0.1393826,0.1058999,0.005895235,0.6232227,0.07168846,0.0002023085,0.007891559,0.001093402,0.04472382],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.04814346,"threshold_uncertainty_score":0.1610559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05979244758998983,"score_gpt":0.3251060746440686,"score_spread":0.2653136270540788,"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."}}