{"id":"W4394860641","doi":"10.24911/biomedica/5-1018","title":"Denture Hygiene Awareness, Practices and Instructional Guidance among Patients in Punjab, Pakistan: a Cross-Sectional Survey","year":2024,"lang":"en","type":"article","venue":"BIOMEDICA","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Collège Montmorency","funders":"","keywords":"Dentures; Medicine; Dentistry; Oral hygiene; Cross-sectional study; Hygiene; Family medicine; Environmental health","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":[0.0007983039,0.0002031513,0.0003239367,0.0007577402,0.001058262,0.0005974714,0.000340069,0.000720103,0.002500716],"category_scores_gemma":[0.001984406,0.0006534994,0.0003163877,0.001167901,0.0004805844,0.0007780897,0.0005276217,0.0007216065,0.0004895595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007580998,"about_ca_system_score_gemma":0.001141143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01808314,"about_ca_topic_score_gemma":0.02458012,"domain_scores_codex":[0.9993771,0.0001174855,0.0001110877,0.00009122508,0.0001601204,0.000143119],"domain_scores_gemma":[0.9984529,0.000289193,0.0006261504,0.00005827045,0.0002258238,0.0003476673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002919004,0.0002024714,0.994737,0.00008335221,0.00001511951,0.0002201658,0.001885459,0.00002424374,0.0002130508,0.00001146805,0.0003148747,0.002263726],"study_design_scores_gemma":[0.00000526821,0.0002965056,0.9936613,0.00004048102,0.00001118431,0.0004149544,0.004979657,0.00005539742,0.00005241932,0.000005901229,0.0004684379,0.000008424278],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999016,0.00008593989,0.00001868212,0.0001266415,0.00000388646,0.00003105491,0.0003071585,0.000001782989,0.0004086918],"genre_scores_gemma":[0.9990985,0.0002100337,0.00009115374,0.0001711047,0.000004616824,0.00003853263,0.0001843405,7.873268e-7,0.0002009402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01808314,"threshold_uncertainty_score":0.03595573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02751062333324442,"score_gpt":0.3741711427432546,"score_spread":0.3466605194100102,"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."}}