{"id":"W2075309014","doi":"10.1007/s11904-009-0013-0","title":"Screening HIV-infected patients for non-AIDS-defining malignancies","year":2009,"lang":"en","type":"review","venue":"Current HIV/AIDS Reports","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Anal cancer; Population; Cancer screening; Cancer; Cervical cancer; Colorectal cancer; Human immunodeficiency virus (HIV); Gynecology; Internal medicine; Immunology; Environmental health","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":[0.0007111561,0.0007483998,0.001725898,0.002504764,0.0001938979,0.0006008011,0.0008847943,0.0007429127,0.003159133],"category_scores_gemma":[0.002238742,0.0002540675,0.0006687215,0.002416707,0.0003022599,0.0008423634,0.0003994044,0.0008259152,0.0006884322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003945704,"about_ca_system_score_gemma":0.001314476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003155327,"about_ca_topic_score_gemma":0.0066452,"domain_scores_codex":[0.9997134,0.00006008238,0.00006234876,0.000050877,0.00009207558,0.00002115649],"domain_scores_gemma":[0.9990001,0.0006762335,0.0001347307,0.00001610028,0.0001393771,0.00003350529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006963797,0.00004466072,0.0009728853,0.02652349,0.0001851969,0.0001764174,0.00003918627,0.00008425392,0.0003803749,0.0002605301,0.01413999,0.9571235],"study_design_scores_gemma":[0.000164598,0.0005435048,0.02038651,0.09230846,0.004331194,0.006960398,0.0006234291,0.0002215493,0.001503432,0.001259794,0.8716278,0.00006936634],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001175775,0.9993349,0.00002672317,0.00008551277,0.00008167431,0.000004382516,0.00001776336,0.000002088656,0.0003294144],"genre_scores_gemma":[0.000791212,0.9987971,0.00007828111,0.0001108081,0.00006348563,0.000004079817,0.0000253115,4.316679e-7,0.0001294166],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003159133,"threshold_uncertainty_score":0.01056838,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07456749277828954,"score_gpt":0.3965478628136372,"score_spread":0.3219803700353477,"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."}}