{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008335977,0.0005145759,0.0009779186,0.0006971861,0.0004745486,0.001181285,0.0009319875,0.001262445,0.05051984],"category_scores_gemma":[0.008455663,0.0001603486,0.00261592,0.001877184,0.0001658299,0.0009962318,0.0009266973,0.001506706,0.01193482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008322877,"about_ca_system_score_gemma":0.001579428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01404852,"about_ca_topic_score_gemma":0.03837966,"domain_scores_codex":[0.9992161,0.0001978344,0.0001583699,0.0002497767,0.00009271815,0.00008518201],"domain_scores_gemma":[0.9981548,0.0008748811,0.0003713135,0.0002220725,0.000231854,0.0001449262],"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":[0.002228859,0.00006536808,0.03364805,0.01232943,0.001141905,0.0003278568,0.00008964655,0.0006265818,0.0002472045,0.001794593,0.8876818,0.05981871],"study_design_scores_gemma":[0.00205353,0.0002258471,0.07574357,0.007591421,0.002029883,0.001104638,0.000190411,0.0007312985,0.0003606312,0.006411184,0.9034751,0.00008246404],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.003450537,0.01099698,0.0004295899,0.003023229,0.0006878026,0.000126043,0.9727191,0.0001982243,0.008368402],"genre_scores_gemma":[0.05588067,0.009663486,0.003282464,0.007092158,0.0007059716,0.001404387,0.9124912,0.0002511856,0.009228502],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.05051984,"threshold_uncertainty_score":0.1690057,"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."}}