{"id":"W4413555154","doi":"10.64628/aam.twyhqr5pj","title":"Returning to ‘normal’ post-coronavirus would be inhumane","year":2020,"lang":"en","type":"preprint","venue":"","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec en Outaouais","funders":"","keywords":"Coronavirus; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; New normal; Medicine; Outbreak; 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":[0.002861439,0.0002301479,0.0003127416,0.0002477409,0.003676107,0.003651578,0.0006044846,0.003233127,0.02029916],"category_scores_gemma":[0.01833921,0.0001684689,0.0003906545,0.0001368935,0.005595173,0.003426624,0.002453287,0.006039568,0.00609534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001560417,"about_ca_system_score_gemma":0.00228613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002853048,"about_ca_topic_score_gemma":0.005059814,"domain_scores_codex":[0.9980441,0.0008034773,0.00005108411,0.0001237489,0.000242255,0.0007353274],"domain_scores_gemma":[0.9929178,0.001228793,0.0008064188,0.0005850289,0.000893239,0.003568829],"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":[0.0008765718,0.002075721,0.06832429,0.0004469881,0.0002830536,0.003034841,0.0393694,0.0004090145,0.004300129,0.2508173,0.4452007,0.184862],"study_design_scores_gemma":[0.0001167079,0.0008511084,0.0831602,0.0007298041,0.00006739586,0.003612989,0.06716605,0.0002812645,0.001177018,0.2794521,0.5631995,0.0001857515],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2318725,0.003245384,0.004931553,0.508665,0.01882584,0.0001222861,0.0003978881,0.0003450516,0.2315944],"genre_scores_gemma":[0.792647,0.001632179,0.002192486,0.1616872,0.002236804,0.00008012205,0.0002365671,0.0001606757,0.03912694],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02029916,"threshold_uncertainty_score":0.06790745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2059919879080937,"score_gpt":0.4692946587041189,"score_spread":0.2633026707960252,"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."}}