{"id":"W4409590290","doi":"10.34172/thj.1250","title":"Investigating Oral and Dental Health and Quality of Life: A Cross-sectional Study","year":2024,"lang":"en","type":"article","venue":"Tobacco and Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Cross-sectional study; Oral health; Quality of life (healthcare); Environmental health; Quality (philosophy); Medicine; Dentistry; Psychology; Nursing; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001387108,0.0001149951,0.0002882278,0.00007849264,0.0002912114,0.0001471569,0.00003854381,0.0000575977,0.00002497384],"category_scores_gemma":[0.00006449183,0.0001097997,0.00002215921,0.000164486,0.0001148767,0.0001710962,0.0000749137,0.0001708604,0.000005400108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008172254,"about_ca_system_score_gemma":0.0004623142,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0105864,"about_ca_topic_score_gemma":0.0161868,"domain_scores_codex":[0.9983397,0.0001707153,0.0006383553,0.0003360652,0.0002689529,0.0002462596],"domain_scores_gemma":[0.999136,0.00006633777,0.0001506801,0.00009725855,0.0000381282,0.0005115928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000282754,0.00005949839,0.9835446,0.001397852,0.00001151705,0.00000152169,0.0008187717,3.086277e-7,0.000005580999,0.001998574,0.0002660749,0.01186745],"study_design_scores_gemma":[0.0006777547,0.0004258113,0.995751,0.00007892832,0.000002597993,0.00003628675,0.002474899,0.0001034227,0.000001812369,0.0002276728,0.0001413613,0.00007842197],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881572,0.01061828,0.00003115889,0.0001530431,0.0004059946,0.0004200711,0.00006964453,0.00006225669,0.00008234513],"genre_scores_gemma":[0.9980401,0.0002958215,0.0001079361,0.001266923,0.00008400088,0.00000970581,0.00004150729,0.00001268421,0.0001412548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01220645,"threshold_uncertainty_score":0.9960022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380117163145502,"score_gpt":0.4624311153978347,"score_spread":0.3244193990832844,"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."}}