{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002182369,0.00004260467,0.00008218262,0.00003791809,0.00003661914,0.000005446424,0.00004977491,0.0002754591,0.00004127144],"category_scores_gemma":[0.0001658532,0.00002494149,0.00004170794,0.0002488667,0.00003067477,0.00002747866,0.00001257963,0.001287756,0.00001005287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002824802,"about_ca_system_score_gemma":0.0001229345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005141325,"about_ca_topic_score_gemma":0.00005110813,"domain_scores_codex":[0.9995205,0.00002288788,0.0001187072,0.0000931354,0.0001565283,0.00008817857],"domain_scores_gemma":[0.9995515,0.0001337674,0.00001840773,0.0001912021,0.00006627052,0.00003890346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319848,0.000141021,0.004771818,0.003653371,0.0001281643,0.0002770442,0.004348463,0.00002129105,0.003436659,0.1743819,0.7519037,0.05680463],"study_design_scores_gemma":[0.0004549501,0.0002484117,0.0835909,0.0008901479,0.0001909672,0.0001792886,0.0004784593,0.004836968,0.00169919,0.004669551,0.9026324,0.0001287788],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6382564,0.01715545,0.0003546833,0.2597584,0.001384038,0.0009443573,0.0001520813,0.0003186053,0.08167589],"genre_scores_gemma":[0.9937273,0.00004086666,0.000520614,0.00174394,0.0002343292,0.000004461927,0.00002793772,0.000006543123,0.003694042],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3554708,"threshold_uncertainty_score":0.5594732,"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."}}