{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001260963,0.0001449195,0.0002750673,0.0001516273,0.001401774,0.00002787902,0.0003766478,0.00002903121,0.00106439],"category_scores_gemma":[0.0003086305,0.0001388182,0.00005149627,0.001548077,0.00001275651,0.00002314693,0.0003625185,0.00022479,0.00007293295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007314802,"about_ca_system_score_gemma":0.0005282932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120515,"about_ca_topic_score_gemma":0.00250388,"domain_scores_codex":[0.9976118,0.0004431559,0.0006753448,0.0003503532,0.0004842196,0.0004351175],"domain_scores_gemma":[0.9983516,0.0001218942,0.0005749357,0.000396334,0.0003536958,0.000201477],"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":[0.0003108407,0.0003184758,0.00937254,0.002786734,0.00001759163,8.941745e-7,0.002102652,0.001605993,0.0006310327,0.005445691,0.9320746,0.04533296],"study_design_scores_gemma":[0.001923383,0.0005968442,0.0369266,0.0002013618,0.00001800183,0.00002543304,0.002072234,0.0005798498,0.001884036,0.0002832309,0.9551914,0.0002975601],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3446213,0.001339207,0.0257958,0.5827452,0.01853959,0.02246683,0.001831928,0.0009629959,0.001697147],"genre_scores_gemma":[0.901738,0.00001091034,0.002428564,0.08430479,0.0002094316,0.0001576667,0.0004277711,0.0001048456,0.01061805],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5571167,"threshold_uncertainty_score":0.9998983,"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."}}