{"id":"W4243015837","doi":"10.21203/rs.3.rs-62315/v1","title":"Prevalence of Depression, Anxiety, Delirium, and Post-traumatic Stress Disorder Among COVID-19 Patients: Protocol for a Living Systematic Review","year":2020,"lang":"en","type":"preprint","venue":"Research Square","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Lanzhou University","keywords":"Data extraction; Anxiety; Delirium; Cochrane Library; Systematic review; MEDLINE; Depression (economics); Medicine; Traumatic stress; Protocol (science); Mental health; Psychiatry; Clinical psychology; Meta-analysis; Psychology; Alternative medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07839841,0.00649119,0.01693477,0.01314658,0.004777026,0.006619089,0.005045941,0.007026386,0.07843874],"category_scores_gemma":[0.08674672,0.00541324,0.0214572,0.01150603,0.005398591,0.008264076,0.006304499,0.005660928,0.01075034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126665,"about_ca_system_score_gemma":0.05117087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00497949,"about_ca_topic_score_gemma":0.01213677,"domain_scores_codex":[0.9595289,0.01581982,0.01549153,0.003038254,0.004294702,0.001826761],"domain_scores_gemma":[0.9507487,0.01761572,0.0105299,0.00597815,0.01295372,0.00217378],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.008295093,0.0005988847,0.001444895,0.9128054,0.004067597,0.001020393,0.002078145,0.001423654,0.002648539,0.004518231,0.02867386,0.03242535],"study_design_scores_gemma":[0.06282993,0.00500554,0.01230304,0.6135997,0.02514411,0.001555845,0.003452009,0.002736039,0.003944586,0.01855967,0.2498247,0.001044931],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003410811,0.001169098,0.00115645,0.0002824177,0.0001615777,0.9941441,0.002353708,0.00008248701,0.0003090461],"genre_scores_gemma":[0.0003002826,0.000649277,0.00247238,0.0001665966,0.00001886082,0.9958583,0.0003550141,0.000008058119,0.000171316],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07843874,"threshold_uncertainty_score":0.4146153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05022996281717786,"score_gpt":0.432650737930618,"score_spread":0.3824207751134401,"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."}}