{"id":"W2241667622","doi":"10.1093/intimm/dxq240","title":"Immunity to bacterial infection (excluding mycobacteria) (PP-060)","year":2010,"lang":"en","type":"article","venue":"International Immunology","topic":"Mycobacterium research and diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Institute for Biological Sciences; University of Ottawa","funders":"Defence Science and Technology Agency - Singapore; James Cook University","keywords":"Immunity; Microbiology; Immunology; Medicine; Virology; Biology; Immune system","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002686533,0.0001602686,0.0002389954,0.0002992181,0.0001020391,0.00008305837,0.0002457747,0.0002046628,0.005702571],"category_scores_gemma":[0.001369251,0.0001547018,0.0001116591,0.0001703332,0.00009239337,0.0002116452,0.0002595735,0.0006249909,0.001184206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001219135,"about_ca_system_score_gemma":0.0001188228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00102147,"about_ca_topic_score_gemma":0.0002153374,"domain_scores_codex":[0.9987656,0.0000630768,0.0002971179,0.0002756112,0.0002466183,0.0003519506],"domain_scores_gemma":[0.9988483,0.0001513315,0.00007420691,0.0003751947,0.0003758271,0.0001751603],"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":[0.0008835293,0.0002159951,0.04230302,0.000008590793,0.0002093563,0.00002970434,0.00008839067,5.745567e-7,0.9467385,0.0009266856,0.002983913,0.005611752],"study_design_scores_gemma":[0.001230237,0.0004150546,0.7377709,0.00003467369,0.00002060648,0.0003042678,0.00001340594,0.00002380942,0.06809919,0.0002001388,0.1917363,0.0001513981],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798255,0.00001761482,0.0001259264,0.003990555,0.007018229,0.0002778384,0.00003460181,0.0001154476,0.008594274],"genre_scores_gemma":[0.9965289,0.0001497736,0.0006137447,0.0005336559,0.001187452,0.00009849136,0.0002403433,0.00002435994,0.0006232402],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8786393,"threshold_uncertainty_score":0.9995935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02313644114051804,"score_gpt":0.3334111679889742,"score_spread":0.3102747268484562,"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."}}