{"id":"W7110878033","doi":"10.1371/journal.pone.0334089.s001","title":"(Survey), Demographic survey (Oxford).","year":2025,"lang":"","type":"article","venue":"Figshare","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thematic analysis; Socioeconomic status; Health care; Dental care; Empowerment; Public health; Qualitative research; Stigma (botany); Population","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008890649,0.0005651762,0.0004596616,0.00284487,0.0005809765,0.0007536745,0.000558993,0.0003660952,0.04539599],"category_scores_gemma":[0.003342461,0.0004816485,0.0002980997,0.006476725,0.0001958515,0.0006523386,0.0009529028,0.000808728,0.01801491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00325026,"about_ca_system_score_gemma":0.002152983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1593143,"about_ca_topic_score_gemma":0.2209919,"domain_scores_codex":[0.9988091,0.000187015,0.0002888639,0.0001674561,0.0004036421,0.0001439878],"domain_scores_gemma":[0.9964923,0.0004248927,0.0008380848,0.0001800406,0.001475845,0.0005887875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004011915,0.0003525875,0.4162251,0.001648413,0.00005493532,0.0001604477,0.001570879,0.0003200751,0.001024019,0.0008125092,0.5336584,0.04377143],"study_design_scores_gemma":[0.00007039304,0.0001687334,0.8120068,0.0002041322,0.00001248968,0.00009333296,0.00149741,0.0002308205,0.0001744411,0.0000501821,0.1854714,0.00001985741],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.04968113,0.0003264971,0.0002627862,0.0003525238,0.0001373402,0.001240052,0.9114866,0.0001205699,0.03639256],"genre_scores_gemma":[0.1092124,0.001091126,0.002137769,0.0009396166,0.0001164599,0.006768705,0.7993067,0.0001000751,0.08032712],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.954604,"threshold_uncertainty_score":0.316774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05582453204893766,"score_gpt":0.3394593751857206,"score_spread":0.2836348431367829,"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."}}