{"id":"W2011595062","doi":"10.1385/ir:35:1:89","title":"Why Can't the Immune System Control HIV-1? Defining HIV-1-Specific CD4<sup>+</sup> T Cell Immunity in Order to Develop Strategies to Enhance Viral Immunity","year":2006,"lang":"en","type":"review","venue":"Immunologic Research","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Immunogenicity; Immunology; Immune system; Immunity; T cell; Virology; Immunodeficiency; Biology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.009042223,0.001930238,0.004471162,0.002423576,0.002781802,0.0007653776,0.006088825,0.002099811,0.000672494],"category_scores_gemma":[0.002051715,0.001337077,0.0006428894,0.007925398,0.001754814,0.0003320623,0.003048944,0.008246531,0.02153547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003587362,"about_ca_system_score_gemma":0.004921011,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007464211,"about_ca_topic_score_gemma":0.001649326,"domain_scores_codex":[0.9729496,0.01616067,0.002961865,0.002132195,0.000871554,0.004924178],"domain_scores_gemma":[0.9868832,0.005169678,0.0006178351,0.004221617,0.002850609,0.0002570299],"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":[0.004824565,0.004980291,0.000235966,0.0125654,0.006353701,0.002302645,0.006630984,0.0008152213,0.02496346,0.007351783,0.1332599,0.7957161],"study_design_scores_gemma":[0.002350138,0.001294126,0.0006656114,0.004922384,0.0001580258,0.0002536919,0.003822384,0.000004341473,0.0008838356,0.00003728519,0.9842392,0.001368978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005205431,0.9747999,0.0003532395,0.001004506,0.0004917303,0.007783707,0.001993352,0.0003027687,0.008065312],"genre_scores_gemma":[0.07946664,0.8991016,0.0003937059,0.00011246,0.0001214381,0.006956399,0.004583017,0.0002826452,0.008982098],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8509793,"threshold_uncertainty_score":0.9993441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05039626430637967,"score_gpt":0.3461033470558497,"score_spread":0.29570708274947,"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."}}