{"id":"W2946609094","doi":"10.1097/mpa.0000000000001294","title":"A Systemic Inflammation Response Index Could be a Predictive Factor for mFOLFIRINOX in Metastatic Pancreatic Cancer","year":2019,"lang":"en","type":"letter","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Pancreatic cancer; Medicine; Index (typography); Oncology; Internal medicine; Cancer; Computer science","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":[0.001441136,0.0007022882,0.002722731,0.0009594994,0.00009589156,0.00005248309,0.0003435419,0.001275393,0.0005147046],"category_scores_gemma":[0.002778058,0.0005953923,0.0003543697,0.0004658445,0.0002087975,0.0001574178,0.00009572216,0.002237192,0.0001186715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001792458,"about_ca_system_score_gemma":0.003447975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001361344,"about_ca_topic_score_gemma":0.0001247677,"domain_scores_codex":[0.9945508,0.001059363,0.001169182,0.0009612375,0.001114428,0.001145041],"domain_scores_gemma":[0.9924497,0.005277184,0.0005918599,0.0009520007,0.0005361601,0.000193088],"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":[0.03889614,0.0002811367,0.4155448,0.01721672,0.004744008,0.001995397,0.003941485,0.00005347581,0.003592571,0.00002736535,0.5116435,0.002063337],"study_design_scores_gemma":[0.03118579,0.005220869,0.4023918,0.0160477,0.007648571,0.001286338,0.0009678759,0.02692553,0.0004581071,0.0004156129,0.5051289,0.002322905],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7795944,0.002894721,0.001166376,0.2001199,0.0005406144,0.01217556,0.002337166,0.0001719236,0.0009993794],"genre_scores_gemma":[0.7311903,0.0019863,0.00123292,0.1906472,0.005867577,0.01755666,0.00218054,0.0005630265,0.04877547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04840402,"threshold_uncertainty_score":0.9996498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05986167112197049,"score_gpt":0.3670840565231224,"score_spread":0.3072223854011519,"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."}}