{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002028897,0.0008407263,0.0007398817,0.001507178,0.002200292,0.0050406,0.001239456,0.004638107,0.07930779],"category_scores_gemma":[0.01330513,0.0002599608,0.0006048555,0.0008353442,0.003908538,0.007727589,0.003206373,0.007853406,0.03324708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001401068,"about_ca_system_score_gemma":0.001518731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001637353,"about_ca_topic_score_gemma":0.002366284,"domain_scores_codex":[0.9986678,0.0004399652,0.00008959805,0.0002601023,0.0003908261,0.0001516605],"domain_scores_gemma":[0.9949196,0.002109471,0.0003060265,0.0005488557,0.0009660851,0.001150089],"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":[0.00009055292,0.0000305665,0.0007053833,0.0002596527,0.00003200269,0.0008150875,0.0004752264,0.00005884215,0.0004684423,0.03289981,0.8857473,0.07841714],"study_design_scores_gemma":[0.00001401482,0.00001478435,0.0002918179,0.0002220137,0.000009175205,0.000576461,0.0007011513,0.00003363386,0.00009497235,0.02976072,0.9682679,0.0000134209],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002954534,0.0784969,0.006877449,0.6283364,0.1504449,0.0001197012,0.001840621,0.00096209,0.1299674],"genre_scores_gemma":[0.04520185,0.06008361,0.01102118,0.4644338,0.07724883,0.0002157877,0.002295273,0.001023365,0.3384764],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07930779,"threshold_uncertainty_score":0.265311,"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."}}