{"id":"W3164561119","doi":"10.2139/ssrn.3701191","title":"A Theory of Voluntary Testing and Self-isolation in an Ongoing Pandemic","year":2020,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Pandemic; Isolation (microbiology); Turnover; Coronavirus disease 2019 (COVID-19); Virology; Medicine; Economics; Management; Internal medicine; Infectious disease (medical specialty); Biology","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":[0.003416953,0.0005349424,0.0004431827,0.001168707,0.003905512,0.003714071,0.001957538,0.004080432,0.01293105],"category_scores_gemma":[0.009743407,0.0003258615,0.0009302217,0.0007513064,0.01737921,0.007452488,0.004592213,0.003328514,0.0008594131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003115539,"about_ca_system_score_gemma":0.003996913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008341799,"about_ca_topic_score_gemma":0.004543933,"domain_scores_codex":[0.9974868,0.001215566,0.00006581136,0.0003199186,0.0002902133,0.0006216487],"domain_scores_gemma":[0.9930611,0.003786909,0.0006199098,0.0007601112,0.0007316794,0.001040101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002606225,0.00005907193,0.002145776,0.00001885003,0.000006816001,0.0001540856,0.002314602,0.0009255707,0.00005155245,0.9888821,0.001719914,0.003695658],"study_design_scores_gemma":[0.0000403128,0.00005244739,0.001214978,0.00004768554,0.000008253041,0.0003054348,0.004070805,0.006705869,0.0000710211,0.9786735,0.008787593,0.00002203896],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1855577,0.0009418479,0.1186912,0.06207263,0.001085184,0.0003575366,0.0002204949,0.0001419512,0.6309315],"genre_scores_gemma":[0.9855449,0.0001415933,0.003318095,0.001381895,0.0001167084,0.0001174927,0.00002670518,0.00001569782,0.009337012],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01293105,"threshold_uncertainty_score":0.04325867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04847254983722897,"score_gpt":0.3568004640463302,"score_spread":0.3083279142091012,"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."}}