{"id":"W1574573167","doi":"10.5539/gjhs.v8n4p53","title":"A Review on Noma: A Recent Update","year":2015,"lang":"en","type":"review","venue":"Global Journal of Health Science","topic":"HIV/AIDS oral health manifestations","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Noma; Medicine; Psychology; Computer science; Telecommunications","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009790762,0.0003641632,0.003171678,0.0004002211,0.0002531301,0.00003318566,0.0008097103,0.0001082211,0.00003540233],"category_scores_gemma":[0.001152689,0.0002375348,0.0003536051,0.003393141,0.0003047558,0.0002218222,0.0001009856,0.0009077259,0.0001494907],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00467174,"about_ca_system_score_gemma":0.04488307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002758271,"about_ca_topic_score_gemma":0.000005124317,"domain_scores_codex":[0.993711,0.000315867,0.002738708,0.0004247307,0.001889975,0.0009197215],"domain_scores_gemma":[0.9924887,0.00005443721,0.003281121,0.0006111296,0.00163962,0.001924923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001101135,0.0001006234,0.000006062291,0.04709444,0.00001063035,0.00009499185,0.000004635825,1.338708e-7,2.363586e-9,0.0002116924,0.1294788,0.822987],"study_design_scores_gemma":[0.0002520775,0.001104386,0.00002091844,0.1922101,0.0002473043,0.008860571,0.000007119882,0.000001008183,5.61638e-9,0.00005716289,0.7971235,0.0001158305],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000001591671,0.9844968,0.00002664929,0.01127159,0.0009764265,0.001482588,0.00006359832,0.00001812536,0.001662604],"genre_scores_gemma":[0.000001096168,0.9850723,0.00291597,0.01165421,0.0002605417,0.00001129123,0.00001918294,0.00001336037,0.000052026],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8228712,"threshold_uncertainty_score":0.9991491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1717913760482835,"score_gpt":0.5166998589193686,"score_spread":0.3449084828710852,"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."}}