{"id":"W4407755481","doi":"10.5005/jp-journals-10005-3025","title":"Development and Refinement of the Indian Caries Risk Assessment Tool for Children","year":2025,"lang":"en","type":"article","venue":"International Journal of Clinical Pediatric Dentistry","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital Research Institute of Manitoba","funders":"","keywords":"Medicine; Dentistry; Electronic journal; Risk assessment; Medical physics; World Wide Web","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":[],"consensus_categories":[],"category_scores_codex":[0.001315871,0.0001019349,0.0002758247,0.0001310072,0.00009460813,0.00007220606,0.0004883696,0.0001200539,0.00003575476],"category_scores_gemma":[0.001258184,0.00007655405,0.0002330632,0.000132513,0.0000648561,0.0001156478,0.0001817843,0.0003081239,0.000002450593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008875848,"about_ca_system_score_gemma":0.0006600447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002072076,"about_ca_topic_score_gemma":0.0000801865,"domain_scores_codex":[0.9972112,0.0001031333,0.00175358,0.0001541941,0.0006545226,0.0001233523],"domain_scores_gemma":[0.9972582,0.0004505317,0.001427439,0.0001354938,0.0006569102,0.00007145008],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001278962,0.0001689608,0.942525,0.00006007845,0.0002041094,0.0000145111,0.00002969585,0.000008056789,0.000002464463,0.0004810703,0.005274718,0.0511035],"study_design_scores_gemma":[0.001878338,0.00004514619,0.9917553,0.00005982941,0.0001528878,0.00007683608,0.00008052269,0.0000121579,0.0001038007,0.0006109591,0.005160335,0.0000638879],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875092,0.0004188002,0.003159976,0.0001492966,0.008286963,0.0001964605,0.000104493,0.000004916478,0.0001699162],"genre_scores_gemma":[0.9947598,0.0003314729,0.003306069,0.0002386994,0.0007283863,0.000006898313,0.00002042999,0.000006740679,0.0006015155],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05103961,"threshold_uncertainty_score":0.3121784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02463278034946222,"score_gpt":0.4198462119479289,"score_spread":0.3952134315984667,"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."}}