{"id":"W4247555751","doi":"10.1038/sj.labinvest.3700735","title":"Infections","year":2008,"lang":"en","type":"article","venue":"Laboratory Investigation","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine","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":[0.00003071408,0.00006063701,0.00008138311,0.00004951839,0.0001132731,0.000004782556,0.00001248518,0.000041421,0.00006849301],"category_scores_gemma":[0.00005398052,0.00005209571,0.00002450379,0.0002618548,0.00007800714,0.00008781923,0.000004898267,0.00003759029,0.0002363706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008642174,"about_ca_system_score_gemma":0.0002137959,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000027135,"about_ca_topic_score_gemma":0.000005060357,"domain_scores_codex":[0.9996019,0.0000181278,0.00009517752,0.0001033548,0.0001058549,0.00007557243],"domain_scores_gemma":[0.9996022,0.00001729501,0.00002961001,0.0001331649,0.0001046913,0.0001130164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000004091619,0.000140318,0.9827701,0.00000958872,0.00002590837,0.00004666733,0.0002550331,0.000004055791,0.005013972,0.002172698,0.009358857,0.000198747],"study_design_scores_gemma":[0.0008424697,0.0001581534,0.92791,0.00002230453,0.00004062552,0.00006438142,0.00001685512,0.00002774258,0.04668889,0.0002094238,0.02395405,0.00006511057],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955177,0.0001221452,0.0000117726,0.0009798863,0.0001016797,0.0001328663,0.000006578993,0.0001092375,0.003018169],"genre_scores_gemma":[0.9973915,0.0000518062,0.0005800833,0.001548047,0.0001027929,0.00004858228,0.00003895413,0.000007184245,0.0002310912],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05486007,"threshold_uncertainty_score":0.3038145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02400476444415387,"score_gpt":0.2463785856962905,"score_spread":0.2223738212521366,"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."}}