{"id":"W4229014829","doi":"10.2471/blt.22.287944","title":"Engaging citizens to improve service provision for oral health","year":2022,"lang":"en","type":"article","venue":"Bulletin of the World Health Organization","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Barts Charity","keywords":"Oral health; Health services; Service (business); Public health; MEDLINE","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":[0.006509127,0.0003224015,0.0004160482,0.0009195896,0.002464551,0.005661929,0.0006635209,0.002757139,0.06412078],"category_scores_gemma":[0.01830881,0.0002216872,0.0004182085,0.001456422,0.00118145,0.002940114,0.005000806,0.002770034,0.01147613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001285556,"about_ca_system_score_gemma":0.009051101,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009111437,"about_ca_topic_score_gemma":0.02156915,"domain_scores_codex":[0.9958175,0.002168442,0.0001576229,0.000149717,0.0009347735,0.0007719486],"domain_scores_gemma":[0.9916433,0.003408478,0.0005694535,0.0004808512,0.001300006,0.002598012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005731806,0.000364263,0.005006218,0.0007339965,0.00001552684,0.00008182355,0.006716477,0.00004462628,0.0004683956,0.004334951,0.529683,0.4524934],"study_design_scores_gemma":[0.00003894972,0.0001805986,0.02122086,0.001517795,0.00003702479,0.00009994062,0.01770858,0.0001062674,0.0004900922,0.004560305,0.9540114,0.0000282622],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04374028,0.02069108,0.004515267,0.3823666,0.009623989,0.0004993169,0.001864695,0.001276607,0.5354221],"genre_scores_gemma":[0.4744191,0.06022853,0.02063247,0.06453235,0.005669468,0.001092858,0.0024156,0.0006224643,0.3703872],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06412078,"threshold_uncertainty_score":0.2145053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733367156502312,"score_gpt":0.3100082835477174,"score_spread":0.2926746119826942,"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."}}