{"id":"W1964194945","doi":"10.1186/1742-4690-6-s2-p37","title":"Mass spectrometry analysis of HIV-1 envelop proteins","year":2009,"lang":"en","type":"article","venue":"Retrovirology","topic":"Monoclonal and Polyclonal Antibodies Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biopanning; Gp41; Recombinant DNA; Panning (audio); Molecular biology; Phage display; Peptide library; Virology; Antibody; Biology; Peptide; Peptide sequence; Gene; Biochemistry; Epitope","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001969167,0.0001211851,0.000595814,0.0007765652,0.00003611062,0.000003831192,0.000128195,0.0001330916,0.001325312],"category_scores_gemma":[0.0001068553,0.00009466819,0.0002599747,0.001229638,0.000136272,0.00002475487,0.00002651632,0.0002697904,0.0000919637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004110586,"about_ca_system_score_gemma":0.00006714669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004157273,"about_ca_topic_score_gemma":0.000005659278,"domain_scores_codex":[0.9987274,0.00006150879,0.0002846667,0.0002530336,0.0003220905,0.0003512871],"domain_scores_gemma":[0.9993322,0.00007424974,0.00007962901,0.0002958133,0.00007770675,0.0001403653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001173664,0.0003189099,0.3937871,0.00005665419,0.001664857,0.0002218039,0.00009324836,0.00002217239,0.5891634,0.007890591,0.0009875476,0.004620066],"study_design_scores_gemma":[0.0005788928,0.001985501,0.9745888,0.000008586498,0.0006430275,0.00004045699,0.00001672848,0.000843572,0.01564283,0.0007148894,0.00482414,0.0001125525],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9708374,0.0003587733,0.001314283,0.00646085,0.00002747737,0.0001937343,0.00002966509,0.00002817757,0.02074961],"genre_scores_gemma":[0.9885951,0.0001355535,0.005144453,0.0007340738,0.0001126227,0.000003846447,0.00007670457,0.000006969114,0.005190718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5808017,"threshold_uncertainty_score":0.9995876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01733016944851434,"score_gpt":0.3055163102448437,"score_spread":0.2881861407963293,"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."}}