{"id":"W2903160382","doi":"10.1007/s12032-018-1224-2","title":"HIV-associated cancers: the role of a unique multidisciplinary board to optimize patient’s care behalf the CANCERVIH Group","year":2018,"lang":"en","type":"letter","venue":"Medical Oncology","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Institute of Cancer Research; Institut National Du Cancer; Agence Nationale de la Recherche","keywords":"Multidisciplinary approach; Life expectancy; Medicine; Population; Family medicine; Human immunodeficiency virus (HIV); Cancer; Health care; Internal medicine; Environmental health; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0006288465,0.0005284812,0.001428742,0.0001467149,0.0003109873,0.0000161155,0.0009372443,0.002503838,0.001489331],"category_scores_gemma":[0.0009237938,0.0003034137,0.0004642002,0.0005369341,0.001031745,0.00003471461,0.0004857736,0.003295267,0.00005516502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003761532,"about_ca_system_score_gemma":0.004327399,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0143031,"about_ca_topic_score_gemma":0.01411827,"domain_scores_codex":[0.9950693,0.000802186,0.0009113584,0.0007052678,0.001519715,0.0009921734],"domain_scores_gemma":[0.9968374,0.0007610133,0.0006992109,0.000836704,0.0005096724,0.0003559452],"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":[0.0005000301,0.0001683438,0.001606632,0.000109276,0.0005561068,0.000384875,0.009038541,0.00001994577,0.00001412128,0.00001180419,0.9626142,0.02497608],"study_design_scores_gemma":[0.003300759,0.005017995,0.0007205913,0.0006112373,0.0007333638,0.00002476089,0.007676884,0.0002363209,0.00003545353,0.0001431511,0.9811431,0.0003563669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02170905,0.00615172,0.00003775646,0.948247,0.002373989,0.002566031,0.0005119354,0.0001247923,0.01827768],"genre_scores_gemma":[0.10915,0.001223803,0.0002842934,0.8801181,0.00479446,0.001506054,0.001318589,0.0001921724,0.001412458],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08744096,"threshold_uncertainty_score":0.9999418,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01098417312407624,"score_gpt":0.2897917215406334,"score_spread":0.2788075484165571,"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."}}