{"id":"W3132151696","doi":"10.3390/healthcare9020204","title":"Overview of the User Experience for Snorkeling Mask Designs during the COVID-19 Pandemic","year":2021,"lang":"en","type":"review","venue":"Healthcare","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"École de Technologie Supérieure; Université Laval; Hôpital Saint-François d'Assise","funders":"Université de Montréal; Natural Sciences and Engineering Research Council of Canada; École de technologie supérieure","keywords":"Coronavirus disease 2019 (COVID-19); Health care; Face shield; Pandemic; Personal protective equipment; Computer science; Business; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.002023703,0.0007322458,0.00109363,0.001697714,0.0003052212,0.001282765,0.0007335543,0.001145592,0.004536084],"category_scores_gemma":[0.002536486,0.0003132656,0.001022672,0.00175961,0.0002772966,0.001278462,0.0006594415,0.0008735487,0.001640818],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004098129,"about_ca_system_score_gemma":0.0006777375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001269331,"about_ca_topic_score_gemma":0.002070575,"domain_scores_codex":[0.9987953,0.0004964669,0.0001803462,0.0001148796,0.0003506543,0.00006229596],"domain_scores_gemma":[0.9986641,0.0008765049,0.0001167412,0.00002203183,0.0002878184,0.00003271233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002961006,0.0001986023,0.0005708604,0.06959781,0.0002412456,0.0003522771,0.001357885,0.0005758752,0.005755565,0.001952946,0.01621539,0.9028855],"study_design_scores_gemma":[0.00004365655,0.001160831,0.004367948,0.02589465,0.0005813043,0.003415951,0.001195765,0.0002754901,0.00397426,0.0006320445,0.9583504,0.0001076873],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004158191,0.9882419,0.0006732121,0.0003702838,0.0002135488,0.00007743494,0.0001706099,0.0000265372,0.006068399],"genre_scores_gemma":[0.0118888,0.9838304,0.001280111,0.0003851886,0.000112393,0.00006885569,0.0001543967,0.00001422403,0.002265648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004536084,"threshold_uncertainty_score":0.01517475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4189177326294932,"score_gpt":0.500533277108817,"score_spread":0.08161554447932384,"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."}}