{"id":"W2061662700","doi":"10.1245/s10434-014-4265-6","title":"Predictive Ability of Blood Neutrophil-to-Lymphocyte and Platelet-to-Lymphocyte Ratios in Gastrointestinal Stromal Tumors","year":2014,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Inflammatory Biomarkers in Disease Prognosis","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Surgical oncology; Lymphocyte; Stromal cell; Platelet; Immunology; Neutrophil to lymphocyte ratio; Pathology; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001050725,0.0003088288,0.0003466513,0.0008800799,0.0002389396,0.0006916324,0.000312198,0.00047163,0.001331673],"category_scores_gemma":[0.003568449,0.0001792225,0.0003103204,0.0007411046,0.0003719648,0.0005875374,0.0003311713,0.0007512777,0.0002756649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001961232,"about_ca_system_score_gemma":0.0001921729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004842789,"about_ca_topic_score_gemma":0.0007742897,"domain_scores_codex":[0.9996761,0.0001335276,0.00004459075,0.00004263848,0.0000529455,0.0000502372],"domain_scores_gemma":[0.9978911,0.0011308,0.00041217,0.00009620466,0.0001851326,0.0002845515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005641472,0.00002641619,0.9940499,0.00001037277,0.0000443526,0.00008927182,0.00002410947,0.0002202081,0.0005987354,0.00003539465,0.00009638612,0.004240761],"study_design_scores_gemma":[0.00002238426,0.0003163089,0.9927554,0.00001106311,0.000140193,0.0007934754,0.0002991401,0.003804105,0.001070724,0.0002393294,0.0005376258,0.0000103179],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973131,0.001032492,0.0003039546,0.00009872169,0.00003308444,0.000007292994,0.0001585781,0.00001300461,0.001039834],"genre_scores_gemma":[0.9994154,0.0001491338,0.0001381324,0.00001674164,0.00002815007,0.000004822154,0.0001141222,0.000002229991,0.0001314549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001331673,"threshold_uncertainty_score":0.005556822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02456935686101422,"score_gpt":0.313753462294324,"score_spread":0.2891841054333099,"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."}}