{"id":"W3127516916","doi":"10.4103/ijmr.ijmr_4486_20","title":"Face mask - An essential armour in the fight of India against COVID-19","year":2021,"lang":"en","type":"article","venue":"The Indian Journal of Medical Research","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face masks; Plague (disease); Pandemic; Outbreak; Medicine; Coronavirus disease 2019 (COVID-19); Disease; Middle East respiratory syndrome; Intensive care medicine; Face (sociological concept); Infectious disease (medical specialty); Virology; Pathology; Sociology","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":[0.003464209,0.0008614008,0.0007772004,0.000997359,0.003844881,0.006720535,0.001806729,0.0068749,0.01932575],"category_scores_gemma":[0.004691467,0.0003421553,0.0006375688,0.0008190235,0.006620249,0.006891831,0.004930002,0.0111371,0.009422033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741164,"about_ca_system_score_gemma":0.006634099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00376194,"about_ca_topic_score_gemma":0.003753725,"domain_scores_codex":[0.9979916,0.0005791515,0.0001034599,0.0002290892,0.0006991607,0.0003975705],"domain_scores_gemma":[0.9970795,0.001016423,0.0001897089,0.0002857853,0.0007026119,0.0007260132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002373652,0.0002809922,0.001637524,0.002011047,0.00005653998,0.002743513,0.005700901,0.0002501126,0.003164412,0.1451594,0.441572,0.3971862],"study_design_scores_gemma":[0.00001286699,0.0000982461,0.001188596,0.001118223,0.00001734458,0.002493574,0.002072587,0.00008143024,0.0004083921,0.01021066,0.9822551,0.00004296108],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007496051,0.2566195,0.003055562,0.5863514,0.0431992,0.0001236154,0.0003364365,0.0005952253,0.1022231],"genre_scores_gemma":[0.1527629,0.2888767,0.01108285,0.4036776,0.04234088,0.0002424506,0.0005917465,0.0005147026,0.0999102],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01932575,"threshold_uncertainty_score":0.06465113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07993681917727517,"score_gpt":0.4511489752957103,"score_spread":0.3712121561184351,"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."}}