{"id":"W4308782054","doi":"10.1101/2022.11.10.22282181","title":"WHAT IS THE RISK OF DEVELOPING A SEVERE FORM OF COVID-19 INFECTION AMONG ADULTS WHO CURRENTLY SMOKE COMPARED TO EX-SMOKERS? A protocol for systematic review and meta-analysis","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Checklist; Meta-analysis; Medicine; Protocol (science); Systematic review; MEDLINE; Cochrane Library; Grading (engineering); Randomized controlled trial; Publication bias; Missing data; Grey literature; Research design; Family medicine; Psychology; Alternative medicine; Pathology; Statistics","routes":{"ca_aff":false,"ca_fund":false,"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":[0.1252574,0.006736679,0.02821202,0.01663121,0.00289728,0.007828497,0.005925188,0.009229768,0.04012152],"category_scores_gemma":[0.1953166,0.004977135,0.05204886,0.01210755,0.00395367,0.007523819,0.005124616,0.006617938,0.004618163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01296747,"about_ca_system_score_gemma":0.03946229,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005006938,"about_ca_topic_score_gemma":0.008722971,"domain_scores_codex":[0.9213552,0.03588248,0.02845391,0.004891507,0.007741401,0.001675308],"domain_scores_gemma":[0.9171511,0.04008568,0.01953597,0.007212544,0.01429354,0.001721226],"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":[0.002948676,0.00009609193,0.0004080674,0.952958,0.01805734,0.0001929667,0.0004886725,0.0006689647,0.0003939748,0.001939525,0.007099634,0.01474799],"study_design_scores_gemma":[0.02727615,0.001839546,0.00406001,0.7115898,0.1565393,0.0004315073,0.0006541295,0.002172102,0.001730888,0.01076897,0.08238156,0.0005559316],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008707115,0.02200635,0.008633858,0.001279271,0.001295647,0.9574062,0.007333788,0.000409182,0.0007650863],"genre_scores_gemma":[0.001064228,0.005051978,0.008565568,0.0003479393,0.00005771506,0.9840463,0.0005656616,0.00002151991,0.0002791079],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1252574,"threshold_uncertainty_score":0.6624322,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.190343233509821,"score_gpt":0.4776346784342899,"score_spread":0.287291444924469,"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."}}