{"id":"W2524998133","doi":"10.1186/s12977-016-0294-5","title":"Proceedings of the Frontiers of Retrovirology Conference 2016","year":2016,"lang":"en","type":"article","venue":"Retrovirology","topic":"T-cell and Retrovirus Studies","field":"Immunology and Microbiology","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Institute of Infection and Immunity; McGill University Health Centre; Université de Montréal","funders":"National Cancer Institute; Karolinska Institutet","keywords":"Medicine; Computational biology; Virology; Data science; Computer science; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002644176,0.0002291846,0.0006741959,0.0001390585,0.0001247124,0.00000204436,0.0006200713,0.0005137745,0.0002824004],"category_scores_gemma":[0.0002726953,0.0001132657,0.0002145794,0.0001764263,0.002557031,0.00007095198,0.0003285015,0.0002665251,0.00009759228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003616793,"about_ca_system_score_gemma":0.00008862351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006508233,"about_ca_topic_score_gemma":0.00001551255,"domain_scores_codex":[0.9984092,0.0001116423,0.0005332372,0.0003789551,0.00006258834,0.0005044433],"domain_scores_gemma":[0.9987536,0.0001650333,0.0005287406,0.0003112009,0.000218598,0.00002280346],"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":[0.0002813822,0.00006160609,0.1594531,0.00001978716,0.0002049152,4.197479e-7,0.0001517551,9.257503e-8,0.8057263,0.007006564,0.02526462,0.001829516],"study_design_scores_gemma":[0.003179765,0.001676927,0.152296,0.00007691646,0.0001962292,0.00007507543,0.000340089,8.778842e-7,0.7653517,0.002845651,0.07363109,0.0003296789],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870865,0.00292742,0.0001331471,0.002220929,0.001623849,0.0002346522,0.00006693378,0.00004018742,0.005666364],"genre_scores_gemma":[0.988461,0.0005914671,0.00006692031,0.0001444767,0.00003728931,0.00001465247,0.000001783948,0.00001719418,0.01066524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04836646,"threshold_uncertainty_score":0.9421488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007857784208820558,"score_gpt":0.1887595738001024,"score_spread":0.1809017895912819,"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."}}