{"id":"W4310089722","doi":"10.1101/2022.11.22.22282638","title":"School-based caries prevention and the impact on acute and chronic student absenteeism","year":2022,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"York University; Patient-Centered Outcomes Research Institute","keywords":"Absenteeism; Medicine; Attendance; Family medicine; Demography; Cluster (spacecraft); Multilevel model; Psychology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004629624,0.0002104614,0.0007047464,0.0008449773,0.000461833,0.001142848,0.0007783597,0.0006173739,0.0038223],"category_scores_gemma":[0.01740697,0.000212985,0.00177828,0.0008533957,0.0005539432,0.0005042523,0.001388606,0.001168381,0.0001528316],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204476,"about_ca_system_score_gemma":0.001904231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01789155,"about_ca_topic_score_gemma":0.01900839,"domain_scores_codex":[0.9957344,0.002464639,0.000264445,0.0004231085,0.0004096077,0.0007038072],"domain_scores_gemma":[0.9805218,0.006036828,0.007552582,0.000830815,0.001194426,0.003863606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00298028,0.0009474087,0.9739205,0.0003543673,0.001290898,0.00003382834,0.0001821349,0.0005934675,0.0001792975,0.0003007689,0.0006336426,0.01858341],"study_design_scores_gemma":[0.00009249843,0.001171696,0.9966343,0.000123772,0.0004943408,0.00002201158,0.0001702357,0.0006618409,0.00009855276,0.0002163019,0.0003061409,0.000008265834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956648,0.002400847,0.0001693899,0.000447074,0.00002160959,0.0000209575,0.0005879698,0.000006869142,0.0006805034],"genre_scores_gemma":[0.9994042,0.0002000672,0.00007043908,0.00003468791,0.00001060136,0.0000106135,0.0001268099,0.00000159474,0.0001409518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01789155,"threshold_uncertainty_score":0.03557485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659980387379544,"score_gpt":0.3583138518529698,"score_spread":0.3417140479791744,"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."}}