{"id":"W4416451292","doi":"10.1016/j.hpopen.2025.100155","title":"Oral health care’s contribution to catastrophic spending in Canada: a descriptive study","year":2025,"lang":"en","type":"article","venue":"Health Policy OPEN","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Public Health Ontario; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada; Canadian Institutes of Health Research; Research and Development Corporation of Newfoundland and Labrador; Canada Foundation for Innovation","keywords":"Descriptive research; Oral health; Descriptive statistics; Qualitative research; Government (linguistics); Oral cavity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008602652,0.0001970808,0.0005702046,0.0003993157,0.0004019075,0.0001104323,0.0004959351,0.00004658408,0.00003625231],"category_scores_gemma":[0.0002395332,0.0002179657,0.00002516176,0.001371487,0.00001328988,0.0001775551,0.0003676323,0.0002616521,0.00006959282],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.0198664,"about_ca_system_score_gemma":0.02309001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984394,"about_ca_topic_score_gemma":0.9995992,"domain_scores_codex":[0.9966935,0.0006423828,0.0008305037,0.0004873832,0.0003471655,0.0009990875],"domain_scores_gemma":[0.9986722,0.00004790671,0.0002077137,0.0003781317,0.0001221332,0.0005719513],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009585828,0.0005053983,0.7907027,0.0008706081,0.00004620109,0.0001534806,0.00913226,0.0001801032,0.00000390254,0.02568926,0.08046097,0.09129653],"study_design_scores_gemma":[0.00270771,0.0004906426,0.955363,0.0003009499,0.000004796724,0.00001040545,0.02137027,0.00004794298,0.00001275544,0.0001022891,0.01941782,0.0001714355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9773765,0.0008037142,0.0003877022,0.008985812,0.001631118,0.008397278,0.000589554,0.00004882071,0.001779502],"genre_scores_gemma":[0.977393,0.00001750615,0.00007742998,0.02147327,0.00008036183,0.0002561054,0.0002330675,0.00001794796,0.0004512649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1646603,"threshold_uncertainty_score":0.9838961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05813777352066464,"score_gpt":0.4446872407648532,"score_spread":0.3865494672441885,"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."}}