{"id":"W4402644728","doi":"10.1038/d41586-024-03041-w","title":"Tackling the reality of noma","year":2024,"lang":"en","type":"article","venue":"Nature","topic":"HIV/AIDS oral health manifestations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Noma; Computer science; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009138876,0.0003483687,0.0005343324,0.0009111249,0.007333435,0.008398761,0.0009332444,0.005582903,0.009961528],"category_scores_gemma":[0.009451469,0.0003084827,0.0003584898,0.0005257645,0.0177414,0.01207827,0.007875958,0.01335176,0.001080471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003588634,"about_ca_system_score_gemma":0.006008264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003826572,"about_ca_topic_score_gemma":0.01713819,"domain_scores_codex":[0.9966722,0.001725581,0.0001282956,0.0002678729,0.0006875689,0.0005184909],"domain_scores_gemma":[0.9922403,0.003939727,0.0006611279,0.0005261088,0.001053765,0.001578934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007869524,0.0001194046,0.007061984,0.0006020708,0.00003740967,0.002279388,0.03428128,0.0002259873,0.001303445,0.7003147,0.1234832,0.1302125],"study_design_scores_gemma":[0.00001347929,0.00005382422,0.001864354,0.0009148956,0.00002193692,0.00249949,0.0416637,0.0002165707,0.000340421,0.1759402,0.7764331,0.00003785952],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02562402,0.03194636,0.004906284,0.8204097,0.009289068,0.00001910837,0.00008235702,0.00006322408,0.1076599],"genre_scores_gemma":[0.6863052,0.03768908,0.008399646,0.2188995,0.01145723,0.00008105443,0.00008931118,0.0001879667,0.03689097],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.009961528,"threshold_uncertainty_score":0.04833162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283619756575091,"score_gpt":0.3865252510559745,"score_spread":0.3636890534902236,"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."}}