{"id":"W379354393","doi":"10.1017/cbo9780511545832.011","title":"Blood and lymph","year":2006,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Lymph; Medicine; Pathology","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"],"consensus_categories":[],"category_scores_codex":[0.00002856259,0.0002622723,0.0004610726,0.00009179307,0.00008497413,0.00001616583,0.00009308994,0.0004211096,0.000008327126],"category_scores_gemma":[0.00002509046,0.0002637185,0.0001348927,0.000003993088,0.0002490159,0.00001879092,0.0001636056,0.0002428258,0.00001082756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003461914,"about_ca_system_score_gemma":0.00006860967,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009009139,"about_ca_topic_score_gemma":5.785747e-7,"domain_scores_codex":[0.9991338,0.000009351833,0.000136114,0.00035496,0.0001667381,0.0001990401],"domain_scores_gemma":[0.9992489,0.0000908832,0.00008611249,0.0002807565,0.00008731728,0.0002060745],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000946169,0.00004374638,0.0001536562,0.0002455394,0.000138295,0.00259341,0.000005414481,2.032499e-7,0.00001610081,0.9160727,0.08008745,0.0005488509],"study_design_scores_gemma":[0.001910808,0.0001385679,0.0005390861,0.0003051374,0.001096207,0.0001788826,0.00001014993,0.00001247821,0.0000928503,0.00003343473,0.995345,0.0003373954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00177473,0.0006889234,0.00008684021,0.000038857,0.00004717815,0.0003033151,0.0001304244,0.0001026056,0.9968271],"genre_scores_gemma":[0.00528235,0.0003640545,0.0001156326,0.0002128562,0.00006939335,3.321962e-7,0.00007928613,0.00002975598,0.9938464],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9160393,"threshold_uncertainty_score":0.9999815,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01763262253568559,"score_gpt":0.1979456693066984,"score_spread":0.1803130467710128,"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."}}