{"id":"W4388671925","doi":"10.3389/fdmed.2023.1286162","title":"Factors that influence parental satisfaction with SDF treatment in healthy children and those with special healthcare needs","year":2023,"lang":"en","type":"article","venue":"Frontiers in Dental Medicine","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University","keywords":"Psychology; Special needs; Health care; Developmental psychology; Clinical psychology; Medicine; Psychiatry; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000137354,0.0002994668,0.0004596159,0.000688532,0.0001200932,0.00002273216,0.00009457437,0.0001261046,0.00003512361],"category_scores_gemma":[0.00001928004,0.0002094457,0.00002292088,0.001123419,0.0002120942,0.0002729162,0.00003341923,0.000231691,0.00001128389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007992391,"about_ca_system_score_gemma":0.00009764724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01688229,"about_ca_topic_score_gemma":0.1047564,"domain_scores_codex":[0.9980618,0.0001048051,0.0003686248,0.0004219904,0.0005447085,0.0004981117],"domain_scores_gemma":[0.9993087,0.00004092257,0.0001404609,0.000198719,0.00002487459,0.0002863315],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001044963,0.00005226139,0.9673125,0.00007432682,0.00001842999,0.0001388671,0.001964567,0.00001742729,0.00000334152,0.0000144533,0.0008314454,0.02852743],"study_design_scores_gemma":[0.004409381,0.001879604,0.9722813,0.0004502012,0.00002081256,0.0001103289,0.02045405,0.00005211777,0.000034117,0.00003747411,0.00008407678,0.0001865191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962044,0.0008905774,0.000035933,0.0001801532,0.001466071,0.000981915,0.00006369241,0.00008747317,0.00008978648],"genre_scores_gemma":[0.9980777,0.000676292,0.00006162642,0.0002275286,0.0002328009,0.00006269536,0.0004972682,0.00003414154,0.0001299362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08787412,"threshold_uncertainty_score":0.9896644,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01875050462052478,"score_gpt":0.2978789813424948,"score_spread":0.27912847672197,"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."}}