{"id":"W4416414469","doi":"10.1002/ijc.70253","title":"Cancer risks and trends between 1997 and 2018, and effects of restored immunity in people living with <scp>HIV</scp> : Results from the <scp>ANRS CO4</scp> French hospital database on <scp>HIV</scp>","year":2025,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotel Dieu Hospital","funders":"","keywords":"Incidence (geometry); Cancer; Relative survival; Population; Relative risk; Colorectal cancer; Cancer registry; Cervical cancer","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":[0.0008375024,0.0002751794,0.0002335815,0.001710912,0.0002282852,0.0008284173,0.000360355,0.0003450877,0.001028609],"category_scores_gemma":[0.00227969,0.000145289,0.0009202496,0.001940086,0.0001548429,0.0004879589,0.0004593635,0.0003726349,0.0002330325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001480081,"about_ca_system_score_gemma":0.0008781528,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1495935,"about_ca_topic_score_gemma":0.1169157,"domain_scores_codex":[0.9993498,0.0001352091,0.00007895514,0.0001584291,0.0001444625,0.0001330982],"domain_scores_gemma":[0.9984922,0.0001700638,0.000717376,0.00006699327,0.0004025182,0.0001507497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006899183,0.000008309532,0.9970285,0.00002158846,0.0001123834,0.00002196581,0.00006489105,0.0001581662,0.00003698449,0.00002312617,0.0005173694,0.001937717],"study_design_scores_gemma":[0.000002403272,0.00002129551,0.9988708,0.00001203231,0.00003420218,0.0000369855,0.0001027693,0.0001476962,0.0000246483,0.000006089083,0.0007386971,0.000002383723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705756,0.002631616,0.0001713062,0.0002685278,0.00002375011,0.00001609332,0.02522586,0.00003171866,0.001055597],"genre_scores_gemma":[0.9860162,0.0007730646,0.0001313209,0.00006224339,0.0000312371,0.00002100228,0.01265697,0.000006330704,0.0003016308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1495935,"threshold_uncertainty_score":0.2974456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01208136871049746,"score_gpt":0.2950017225276833,"score_spread":0.2829203538171858,"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."}}