{"id":"W3200954059","doi":"10.1192/bjo.2021.1018","title":"Quarantine: use with care","year":2021,"lang":"en","type":"article","venue":"BJPsych Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Quarantine; Isolation (microbiology); Coronavirus disease 2019 (COVID-19); Anxiety; Pandemic; Anger; Duration (music); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Depression (economics); Psychology; Business; Medicine; Psychiatry; Economics; Virology; Disease; Infectious disease (medical specialty)","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":[0.001977566,0.0003976998,0.0006362658,0.0006728618,0.001396577,0.003109843,0.001261901,0.002953093,0.05520637],"category_scores_gemma":[0.02122946,0.0002476079,0.0008309709,0.0006406713,0.0007741791,0.002907835,0.002225552,0.003977911,0.017142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001362809,"about_ca_system_score_gemma":0.002870748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002421454,"about_ca_topic_score_gemma":0.008579306,"domain_scores_codex":[0.9969489,0.001108481,0.000411618,0.0001765297,0.00113872,0.0002157525],"domain_scores_gemma":[0.9918221,0.003063016,0.0007359451,0.0003011557,0.002832497,0.00124527],"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":[0.00001834972,0.000029915,0.0002705902,0.0007064062,0.00001269106,0.0001848256,0.0004792399,0.00001376978,0.00009343478,0.001496675,0.8080804,0.1886138],"study_design_scores_gemma":[0.000007627884,0.00002204551,0.0005893389,0.001008323,0.000009719363,0.0004064595,0.0003134451,0.00001559418,0.0000290521,0.0006050692,0.9969862,0.0000071684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002167859,0.1690108,0.003064782,0.4390994,0.2251063,0.0001664642,0.0004213123,0.0007291241,0.1602339],"genre_scores_gemma":[0.03236146,0.3210075,0.007610594,0.2767803,0.1884851,0.0002935188,0.0007808904,0.0007600609,0.1719205],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05520637,"threshold_uncertainty_score":0.1846837,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1205953567024092,"score_gpt":0.475851428691445,"score_spread":0.3552560719890357,"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."}}