{"id":"W7055311707","doi":"","title":"COVID-19 rapid evidence profile #4: What are the most effective non-medical masks for preventing community transmission of COVID-19, and should they be required for all of society?","year":2020,"lang":"en","type":"other","venue":"","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transmission (telecommunications); Real world evidence; Key (lock); Data collection; Misinformation","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":[0.02337413,0.001140449,0.002547625,0.006501211,0.001458742,0.007696732,0.004394203,0.00919289,0.2222089],"category_scores_gemma":[0.1457156,0.001058487,0.003877392,0.005012779,0.001374566,0.005294964,0.004230856,0.005538302,0.07816605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006026914,"about_ca_system_score_gemma":0.0217013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01631222,"about_ca_topic_score_gemma":0.04380054,"domain_scores_codex":[0.9855737,0.004995308,0.003262141,0.0003970617,0.004579279,0.001192554],"domain_scores_gemma":[0.8543658,0.06219483,0.01640301,0.003368204,0.05377236,0.009895873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005040803,0.0000370841,0.0003505658,0.02955699,0.00009280771,0.0000434047,0.00007626004,0.0001027461,0.0001125026,0.003871948,0.8884926,0.07675896],"study_design_scores_gemma":[0.001273032,0.000144956,0.002263797,0.1296898,0.0004008918,0.0001023778,0.0002445502,0.0002262177,0.00042259,0.006399259,0.8587469,0.00008552684],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.001293428,0.06732608,0.004821847,0.2560289,0.02687954,0.01377747,0.2381354,0.001872585,0.3898648],"genre_scores_gemma":[0.02292701,0.1860863,0.08191065,0.2497026,0.02355076,0.04072521,0.1637265,0.003123056,0.228248],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.2222089,"threshold_uncertainty_score":0.743363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0807874765137868,"score_gpt":0.3793384429393838,"score_spread":0.298550966425597,"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."}}