{"id":"W2770358825","doi":"10.1093/pch/pxx155","title":"Identification of early childhood caries in primary care settings","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; SickKids Foundation; Children's Aid Society; Regent Park Community Health Centre; Hospital for Sick Children; Toronto Public Health","funders":"Division of Electrical, Communications and Cyber Systems","keywords":"Early childhood caries; Referral; Medicine; Family medicine; Primary care; Multidisciplinary approach; Oral health; Nursing","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":[0.0006137951,0.0001590357,0.0003390483,0.0002218946,0.0006207701,0.0001155044,0.0004303972,0.0001466809,0.00001007318],"category_scores_gemma":[0.000225692,0.0001763956,0.00008862447,0.0002362136,0.00006863505,0.0003310647,0.0001236364,0.0003151245,0.00006145921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003306325,"about_ca_system_score_gemma":0.0004709477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001643072,"about_ca_topic_score_gemma":0.001998224,"domain_scores_codex":[0.9977659,0.00009761396,0.0008610147,0.0003686001,0.0004856127,0.000421245],"domain_scores_gemma":[0.9978271,0.00004755294,0.0010553,0.0007180649,0.0001726128,0.0001793697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003392229,0.0001252222,0.9479637,0.001558786,0.000005747904,0.000007163627,0.004471224,0.000006558601,0.00001000331,0.0007085609,0.0007176431,0.04439145],"study_design_scores_gemma":[0.0007652135,0.00007352611,0.9975444,0.0001072885,0.00001175108,0.000008208445,0.0006545666,0.000009000395,0.0000916432,0.0001787392,0.0004268864,0.0001287453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876823,0.006152237,0.00009885893,0.0003545545,0.0013113,0.0006725512,0.000246134,0.00005782288,0.003424241],"genre_scores_gemma":[0.99774,0.0008245002,0.00008133181,0.0006002119,0.0003294348,0.00001982526,0.0003014768,0.00002842942,0.00007474257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04958071,"threshold_uncertainty_score":0.7193205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008918002235580895,"score_gpt":0.2811085232977139,"score_spread":0.272190521062133,"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."}}