{"id":"W4412587647","doi":"10.3390/clinpract15080136","title":"A Mixed-Methods Case Report on Oral Health Changes and Patient Perceptions and Experiences Following Treatment at the One Smile Research Program: A 2-Year Follow-Up","year":2025,"lang":"en","type":"article","venue":"Clinics and Practice","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Psychosocial; Qualitative research; Anxiety; Nursing; Health care; Family medicine; Patient satisfaction; Kindness; Oral hygiene; Qualitative property; Psychiatry; Dentistry","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003020491,0.0001153246,0.0002032154,0.00007239503,0.001122288,0.0001823116,0.00004090737,0.00008905822,0.00002566694],"category_scores_gemma":[0.001862146,0.00008455414,0.00004147912,0.0002495486,0.0001380653,0.0001226101,0.0001385654,0.0002023952,0.000005413915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001109186,"about_ca_system_score_gemma":0.0001353631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000993153,"about_ca_topic_score_gemma":0.006319477,"domain_scores_codex":[0.9974555,0.001288028,0.0003298432,0.0004166822,0.000239428,0.0002704895],"domain_scores_gemma":[0.9966748,0.002597542,0.0001621446,0.0002824392,0.0001164504,0.0001666238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004350423,0.0003227492,0.00270391,0.00007088127,0.00004916034,0.001126799,0.008808766,9.200286e-8,0.000004312559,0.0002979038,0.00217525,0.9840052],"study_design_scores_gemma":[0.002936054,0.007533933,0.01429015,0.0002828887,0.0002351361,0.009259256,0.4519867,0.0003863384,0.00007441216,0.0004023103,0.5123104,0.0003023799],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895822,0.004338288,0.00005495923,0.002778627,0.0009535972,0.0009240582,0.00001522192,0.00002913925,0.001323941],"genre_scores_gemma":[0.9890425,0.00262351,0.003800984,0.001239461,0.00005146508,0.0004998613,0.00003358088,0.00001280371,0.002695791],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9837028,"threshold_uncertainty_score":0.8631844,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2148452841030045,"score_gpt":0.5624664756489659,"score_spread":0.3476211915459614,"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."}}