{"id":"W1994346073","doi":"10.1089/aid.2012.0094","title":"Short Communication: Antibody Responses to Human Immunodeficiency Virus Envelope from Infections with Multiple Subtypes Utilize the 1F7-Idiotypic Repertoire","year":2012,"lang":"en","type":"article","venue":"AIDS Research and Human Retroviruses","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland; Jewish General Hospital; Clinique Paro Excellence; Centre Hospitalier de l’Université de Montréal; McGill University; Hôpital Saint-Luc; McGill University Health Centre","funders":"Canadian Institutes of Health Research; University of Melbourne; McGill University Health Centre; McGill University","keywords":"Somatic hypermutation; Idiotype; Immunoglobulin Idiotypes; Virology; Biology; Repertoire; Antibody; Immunology; Antigen; Virus; Neutralization; Monoclonal antibody; B cell","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004817039,0.0009032242,0.0003830275,0.0004287476,0.0006160949,0.001133401,0.0005377933,0.001308183,0.05323913],"category_scores_gemma":[0.0009679621,0.0001845298,0.0001988376,0.0003221836,0.0004643823,0.0005467289,0.0005169509,0.001044908,0.01518663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003519828,"about_ca_system_score_gemma":0.0001659321,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288131,"about_ca_topic_score_gemma":0.0002876444,"domain_scores_codex":[0.9996021,0.00006549582,0.00002867712,0.0001040771,0.0001242409,0.00007528371],"domain_scores_gemma":[0.9991026,0.0003616406,0.0000885691,0.00005490179,0.0001959009,0.0001964021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003674266,0.0006185338,0.005025617,0.002848644,0.000135177,0.005997967,0.0002852114,0.0003888378,0.4106009,0.006596317,0.1833159,0.3805125],"study_design_scores_gemma":[0.0003542745,0.003146344,0.04219897,0.0003127279,0.00012978,0.01402678,0.0004514535,0.001346562,0.2438007,0.005114138,0.6890311,0.00008718228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4520782,0.05877921,0.02194641,0.0208305,0.06739362,0.0007561645,0.005152066,0.00105457,0.3720092],"genre_scores_gemma":[0.4846022,0.02183303,0.006770932,0.006429763,0.04775505,0.0003862802,0.00745815,0.0002645439,0.4245001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05323913,"threshold_uncertainty_score":0.1781026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07118601312083404,"score_gpt":0.376753761093591,"score_spread":0.305567747972757,"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."}}