{"id":"W1986380014","doi":"10.4161/onci.20499","title":"Hunting for clues","year":2012,"lang":"en","type":"article","venue":"OncoImmunology","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Medicine; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004807151,0.0003000007,0.0005140103,0.0001788396,0.0004467812,0.00001277689,0.0004326522,0.0006907932,0.001158768],"category_scores_gemma":[0.0001820686,0.0002731855,0.0002106739,0.0001442481,0.0004839491,0.0002143015,0.0002041822,0.0004459251,0.00333866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006861507,"about_ca_system_score_gemma":0.0000583541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001143608,"about_ca_topic_score_gemma":0.00001486112,"domain_scores_codex":[0.9976599,0.0002176333,0.0004542581,0.0003506495,0.00002450116,0.001293034],"domain_scores_gemma":[0.9987262,0.0004526648,0.0002065599,0.0004916679,0.00009469899,0.00002815367],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001836685,0.0002963412,0.006111705,0.00001624094,0.0002861147,9.146237e-7,0.0005683581,4.13172e-7,0.9585889,0.01278032,0.005448652,0.01571839],"study_design_scores_gemma":[0.001922741,0.0003287427,0.003159587,0.0000124929,0.00007008003,0.0002037682,0.0005620049,0.000001015556,0.3386603,0.0004986539,0.6542649,0.0003157721],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9383102,0.03556242,0.0009883972,0.0008375316,0.007784378,0.0005861146,0.00003565607,0.0004263396,0.01546897],"genre_scores_gemma":[0.9841997,0.0001807246,0.0007395466,0.0004427285,0.0002233156,0.0001582878,0.0001900116,0.00004762646,0.01381808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6488162,"threshold_uncertainty_score":0.999972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0203433987212941,"score_gpt":0.2591857794699303,"score_spread":0.2388423807486362,"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."}}