{"id":"W3185677914","doi":"10.1017/dmp.2021.236","title":"A Systematic Map of Non-Clinical Evidence Syntheses Published Globally on COVID-19","year":2021,"lang":"en","type":"article","venue":"Disaster Medicine and Public Health Preparedness","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"CINAHL; MEDLINE; Library science; Mental health; Grey literature; Systematic review; Political science; Medicine; Gerontology; Family medicine; Computer science; Psychiatry","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1188691,0.003437921,0.01277073,0.2053766,0.003398632,0.0115989,0.004181164,0.003900091,0.01581378],"category_scores_gemma":[0.4251752,0.003462298,0.009912921,0.1564476,0.004229456,0.01432118,0.01340619,0.003989479,0.001963281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01291038,"about_ca_system_score_gemma":0.07789511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008806329,"about_ca_topic_score_gemma":0.01635612,"domain_scores_codex":[0.7874122,0.07157391,0.09999258,0.01032918,0.02817211,0.002519965],"domain_scores_gemma":[0.4734181,0.3932145,0.05415325,0.01684779,0.05923253,0.003133701],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002847132,0.00004349647,0.00265503,0.8918518,0.004546754,0.0003237723,0.004843,0.0004376092,0.0006155214,0.00478639,0.007315209,0.0822968],"study_design_scores_gemma":[0.000266031,0.0001661206,0.00421267,0.9136648,0.01090305,0.000246967,0.003903017,0.0002210374,0.000450215,0.003131847,0.06274842,0.000085846],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02041086,0.822807,0.01860083,0.01538384,0.002907534,0.03345916,0.06880945,0.0007561298,0.01686518],"genre_scores_gemma":[0.1269153,0.6445565,0.1092062,0.005827043,0.0007622482,0.07536508,0.03504186,0.0004548684,0.001870932],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8811309,"threshold_uncertainty_score":0.6286475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8377967463759965,"score_gpt":0.6190697649506985,"score_spread":0.218726981425298,"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."}}