{"id":"W7162066577","doi":"10.82308/43753","title":"Self-reported compliance to recommended face-coverings, during the COVID-19 pandemic, among Canadian dentists and dental hygienists.","year":2022,"lang":"en","type":"dissertation","venue":"","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Compliance (psychology); Pandemic; Hygiene; Oral hygiene; Dental care; Cohort; Oral health; Infection control","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":[0.002048805,0.0002798228,0.000246704,0.001521378,0.001257854,0.0009366906,0.001219012,0.0005761774,0.001274831],"category_scores_gemma":[0.007861075,0.0003229087,0.0005127129,0.002186967,0.0007329615,0.0004758205,0.0007876509,0.0007589763,0.0001882621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141799,"about_ca_system_score_gemma":0.01465647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9659182,"about_ca_topic_score_gemma":0.9735387,"domain_scores_codex":[0.9978756,0.0001371648,0.0002359244,0.0002575117,0.001069629,0.00042417],"domain_scores_gemma":[0.9935544,0.0004316144,0.003121644,0.0002180707,0.001791268,0.0008830569],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003387425,0.0000200435,0.9967381,0.0000293044,0.00002207096,0.00001817483,0.0008575047,0.00002952836,0.00004194281,0.00001136345,0.0004405719,0.001757459],"study_design_scores_gemma":[0.000002319067,0.00001922278,0.9987484,0.0000145152,0.000006797714,0.00001945255,0.0008847715,0.00006332835,0.00001618011,0.00000286686,0.0002182278,0.000003929783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921588,0.0004922209,0.00005401026,0.0002367738,0.0000122281,0.00009798152,0.005322641,0.00001114462,0.001614349],"genre_scores_gemma":[0.9974406,0.0002436642,0.0001424836,0.00008222785,0.000004956033,0.00003210362,0.001652648,0.000002084778,0.0003992235],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03408182,"threshold_uncertainty_score":0.1028829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05080599717228923,"score_gpt":0.3632181555887696,"score_spread":0.3124121584164803,"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."}}