{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003459468,0.000767939,0.0006199252,0.0006141022,0.0009502758,0.004930933,0.00124576,0.002163465,0.1188115],"category_scores_gemma":[0.001835328,0.0002450791,0.0006460349,0.0005384589,0.0009584023,0.002125538,0.001813857,0.00202354,0.05396458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001451387,"about_ca_system_score_gemma":0.001676768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004375612,"about_ca_topic_score_gemma":0.000857354,"domain_scores_codex":[0.9990357,0.0001754213,0.00006020506,0.0001922968,0.0003641577,0.0001721556],"domain_scores_gemma":[0.9986615,0.0001463479,0.0001221469,0.0001044879,0.0002888769,0.0006765809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007070507,0.0002231127,0.002618571,0.001037175,0.00004370937,0.0004380738,0.0003388864,0.0003697471,0.01318796,0.0218047,0.48064,0.4785909],"study_design_scores_gemma":[0.00001739309,0.00008543592,0.001102799,0.000137356,0.000009056935,0.0002969565,0.0001066011,0.0001962645,0.001352471,0.002355861,0.994331,0.000008778014],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02709365,0.1665931,0.01312446,0.1489642,0.2047475,0.0003565111,0.002298995,0.001543816,0.4352777],"genre_scores_gemma":[0.05923565,0.03197956,0.005240045,0.010518,0.03496752,0.0001850049,0.002180071,0.0005652285,0.8551289],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1188115,"threshold_uncertainty_score":0.3974642,"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."}}