{"id":"W4311534020","doi":"10.53350/pjmhs221610711","title":"Hand Hygiene and Cross Infection Control among Dental Auxiliaries working in Private and Public Dental Institutes of Punjab","year":2022,"lang":"en","type":"article","venue":"","topic":"Dental Research and COVID-19","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Hygiene; Medicine; Hand washing; Confidentiality; Family medicine; Population; Dental Assistant; Dentistry; Medical education; Environmental health; Political science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0009579066,0.000275975,0.0003537718,0.0007884559,0.0008611058,0.0007554016,0.0005132936,0.0005219123,0.005372785],"category_scores_gemma":[0.002340909,0.0003214841,0.0003027202,0.0006087056,0.0003850658,0.0003907709,0.0007046204,0.000503841,0.0004180777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005141123,"about_ca_system_score_gemma":0.000860541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006836506,"about_ca_topic_score_gemma":0.007561895,"domain_scores_codex":[0.9991502,0.0001884498,0.00007310509,0.00008814818,0.0002593341,0.0002407663],"domain_scores_gemma":[0.998316,0.0003126231,0.0006855823,0.00006526369,0.0001847337,0.0004357364],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001037748,0.0005665229,0.9816513,0.0001508783,0.00002719917,0.0005729274,0.004109377,0.00003365222,0.000979552,0.00004326886,0.0005190067,0.01124255],"study_design_scores_gemma":[0.000009913537,0.0005573844,0.9881263,0.00006544981,0.00001756555,0.0007318779,0.009201284,0.00009970744,0.0001449937,0.00001962654,0.001015078,0.00001100223],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990959,0.0001797057,0.00001818536,0.0001039273,0.000005093995,0.00001100076,0.00003833161,0.000002222846,0.0005456618],"genre_scores_gemma":[0.9989935,0.0003090158,0.00008451971,0.00009456618,0.00001043128,0.00001150516,0.00004748919,9.504727e-7,0.0004480872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006836506,"threshold_uncertainty_score":0.01797378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02259850207951937,"score_gpt":0.3013889220431245,"score_spread":0.2787904199636052,"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."}}