{"id":"W2041019404","doi":"10.1186/1753-6561-5-s1-p30","title":"Environmental, genetic and viral risk factors of nasopharyngeal carcinoma in North Africa","year":2011,"lang":"en","type":"article","venue":"BMC Proceedings","topic":"Respiratory viral infections research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Nasopharyngeal carcinoma; Incidence (geometry); Consanguinity; Medicine; Demography; Ethnic group; Population; Distribution (mathematics); Throat; Pathology; Pediatrics; Internal medicine; Environmental health; Surgery; Radiation therapy","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":[0.0001103819,0.0001298757,0.0002228734,0.0002549581,0.00004560536,0.000008685966,0.00007746066,0.00007042923,0.0001400054],"category_scores_gemma":[0.00007877591,0.0001102519,0.00004537947,0.0002164911,0.0001792483,0.000135881,0.00008251125,0.0002161263,0.00001363321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007135862,"about_ca_system_score_gemma":0.00003781284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002627486,"about_ca_topic_score_gemma":0.0000308292,"domain_scores_codex":[0.9990118,0.00001283673,0.0002538536,0.0002527776,0.0002264727,0.0002422179],"domain_scores_gemma":[0.9996405,0.00001800816,0.00008268317,0.0000978557,0.0000257456,0.0001351603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001280448,0.0001561153,0.9899321,0.00009602241,0.00001133122,0.00000570559,0.002202191,3.262435e-7,0.006964727,0.00001551209,0.0000568266,0.0004311059],"study_design_scores_gemma":[0.0007708337,0.0007974887,0.9835784,0.00001163826,0.00002992103,0.00001242798,0.0004497562,0.0001297743,0.01396232,0.00003661791,0.0001306638,0.00009020033],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966651,0.0003410758,0.000004136552,0.000002027186,0.00001765389,0.0003657854,0.000009448993,0.00001882165,0.002575986],"genre_scores_gemma":[0.9992206,0.00006055256,0.0005425552,0.000008263644,0.00002964614,0.00003913245,0.00000139178,0.00001987396,0.00007806176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006997596,"threshold_uncertainty_score":0.4495942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06448789007198327,"score_gpt":0.2725147305527783,"score_spread":0.208026840480795,"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."}}