{"id":"W3041276741","doi":"10.22541/au.158809462.27839824","title":"The case for Chronotherapy in COVID-19 induced Acute Respiratory Distress Syndrome (ARDS).","year":2020,"lang":"en","type":"dataset","venue":"Authorea","topic":"Circadian rhythm and melatonin","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"ARDS; Cytokine storm; Chronotherapy (sleep phase); Medicine; Coronavirus disease 2019 (COVID-19); Acute respiratory distress; Pandemic; Intensive care medicine; Coronavirus; Immune system; Disease; Immunology; Circadian rhythm; Lung; Internal medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004416726,0.0004182323,0.0004825422,0.0001677698,0.0005162648,0.0002378861,0.0007865638,0.0004482307,0.0000553153],"category_scores_gemma":[0.00140479,0.0003310355,0.0001908019,0.0004455432,0.0002349335,0.000128237,0.000143394,0.0007843355,0.0002039477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003109697,"about_ca_system_score_gemma":0.0007225519,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003205956,"about_ca_topic_score_gemma":0.0008031041,"domain_scores_codex":[0.9973235,0.0003267908,0.0004982676,0.0009543346,0.0002736264,0.0006234988],"domain_scores_gemma":[0.9970281,0.001193278,0.0002856152,0.000989132,0.00001836437,0.0004855733],"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":[0.0001154015,0.00003979976,0.000003138473,0.0001114937,0.00002294286,0.02301458,0.0001328943,0.00000174016,0.0008482301,0.0005611504,0.9734761,0.001672508],"study_design_scores_gemma":[0.001080928,0.0002168946,0.00004433706,0.0000474932,0.0000509997,0.002638547,0.00003652013,0.00001705381,0.001785177,0.0001305266,0.9935527,0.0003988425],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.010699,0.000386557,0.0000203439,0.001831826,0.0009645093,0.001319768,0.9846877,0.00006998988,0.00002028339],"genre_scores_gemma":[0.03649289,0.001449527,0.00002292181,0.02145513,0.0008565156,0.001949476,0.9371916,0.0002021929,0.000379744],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04749612,"threshold_uncertainty_score":0.9999142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07246720348194585,"score_gpt":0.3495803987834159,"score_spread":0.27711319530147,"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."}}