{"id":"W3093767546","doi":"10.1136/bmjopen-2020-041383","title":"Impact of non-pharmaceutical interventions for reducing transmission of COVID-19: a systematic review and meta-analysis protocol","year":2020,"lang":"en","type":"review","venue":"BMJ Open","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Meta-analysis; Systematic review; Observational study; MEDLINE; Protocol (science); Psychological intervention; Publication bias; Randomized controlled trial; Checklist; Family medicine; Alternative medicine; Nursing; Psychology; Pathology","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":[0.09357969,0.007533,0.02512194,0.01385916,0.003188025,0.009137239,0.00597702,0.009905763,0.1118597],"category_scores_gemma":[0.1227275,0.006926318,0.03515088,0.01232595,0.004951283,0.009793092,0.006001505,0.008107592,0.01263482],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01551175,"about_ca_system_score_gemma":0.04260629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006201372,"about_ca_topic_score_gemma":0.01030725,"domain_scores_codex":[0.9607577,0.01853881,0.01034147,0.003537628,0.004889507,0.001934937],"domain_scores_gemma":[0.9552274,0.01822893,0.01009492,0.005118227,0.009600732,0.001729691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01331776,0.0003474918,0.0009099124,0.9175133,0.01659789,0.0002980102,0.0007412571,0.001316298,0.0005533344,0.004401097,0.019,0.02500362],"study_design_scores_gemma":[0.1171596,0.004688882,0.009533577,0.5946744,0.1081545,0.0005946517,0.001605605,0.005077121,0.003105992,0.02106599,0.1334022,0.0009376991],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0004892637,0.00250704,0.002006929,0.0003880054,0.0003071004,0.9877495,0.005916114,0.0001789754,0.0004571553],"genre_scores_gemma":[0.0004166372,0.0005685136,0.001951482,0.0001369227,0.00001558927,0.9963697,0.0003403026,0.00001056835,0.0001902456],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1118597,"threshold_uncertainty_score":0.4949027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6576851621784441,"score_gpt":0.7111798280069445,"score_spread":0.05349466582850038,"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."}}