{"id":"W2807367952","doi":"10.2196/10322","title":"Minimally Invasive Dentistry Based on Atraumatic Restorative Treatment to Manage Early Childhood Caries in Rural and Remote Aboriginal Communities: Protocol for a Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Dental Health and Care Utilization","field":"Dentistry","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Medical Research Council","keywords":"Early childhood caries; Medicine; Randomized controlled trial; Referral; Intervention (counseling); Protocol (science); Family medicine; Dentistry; Oral health; Alternative medicine; Nursing","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.03441662,0.006987392,0.01523428,0.003196855,0.004039403,0.005271176,0.004792021,0.008293371,0.07234268],"category_scores_gemma":[0.03058908,0.003710224,0.006740158,0.004595772,0.004388722,0.004267083,0.002447878,0.00922251,0.0106445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00695072,"about_ca_system_score_gemma":0.01921798,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004833943,"about_ca_topic_score_gemma":0.008478181,"domain_scores_codex":[0.9765118,0.01358252,0.002851396,0.001865058,0.002617576,0.002571496],"domain_scores_gemma":[0.9848406,0.004332446,0.003311478,0.001671745,0.003613274,0.002230515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9120854,0.02124084,0.0007468603,0.02484081,0.002359662,0.0002188041,0.0004974963,0.001641814,0.001641962,0.003412845,0.009363595,0.02195005],"study_design_scores_gemma":[0.9588376,0.02189543,0.001097443,0.002183101,0.0006857958,0.00003243852,0.0001419493,0.001231661,0.0004138713,0.001283514,0.01212792,0.00006932497],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001119424,0.0001515027,0.0004349125,0.00008328976,0.0001789973,0.997333,0.0003839242,0.00004309028,0.0002718221],"genre_scores_gemma":[0.001155863,0.00009545585,0.000940574,0.00008025435,0.00003192212,0.9974186,0.00005444157,0.000002672136,0.000220191],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07234268,"threshold_uncertainty_score":0.2420104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1065604440651676,"score_gpt":0.5196789870394855,"score_spread":0.4131185429743178,"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."}}