{"id":"W2049688680","doi":"10.5430/jst.v1n3p87","title":"Tumor infiltrating immune cells - potential powerful predictors in colorectal cancer patients","year":2011,"lang":"en","type":"article","venue":"Journal of Solid Tumors","topic":"Colorectal Cancer Treatments and Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Colorectal cancer; Medicine; Angiogenesis; Immune system; Suppressor; Oncology; Cancer; Internal medicine; Cancer research; Immunology; Bioinformatics; Biology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003626501,0.0002102645,0.0002509771,0.0005271005,0.0001731906,0.000395353,0.0001274178,0.0003161031,0.001094416],"category_scores_gemma":[0.001325513,0.00008535977,0.0001455111,0.0005963302,0.0001787409,0.000261936,0.0001893838,0.0004828732,0.000184715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008453836,"about_ca_system_score_gemma":0.0001520819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002957131,"about_ca_topic_score_gemma":0.000648835,"domain_scores_codex":[0.9998469,0.00005989468,0.00001725656,0.0000175779,0.00002850123,0.00002983461],"domain_scores_gemma":[0.9994349,0.0001843786,0.0001694164,0.00002608171,0.00006040577,0.0001247529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000583336,0.0000326251,0.9906245,0.00002585408,0.00002158375,0.0001860369,0.00002829899,0.00008401259,0.001194741,0.00003726248,0.0001132192,0.007068444],"study_design_scores_gemma":[0.0000159489,0.0002678435,0.9963554,0.00001589922,0.00008485726,0.0008330352,0.0001339725,0.0005153515,0.0006309624,0.0001411636,0.001000478,0.000005129581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945835,0.003578387,0.0002056345,0.0001396714,0.0000206513,0.000009643569,0.0001752619,0.000008807768,0.001278341],"genre_scores_gemma":[0.9990538,0.000467041,0.0001213913,0.00002359659,0.00004057549,0.000004845695,0.0001238691,0.000001358847,0.0001635604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001094416,"threshold_uncertainty_score":0.003661215,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01105521067329884,"score_gpt":0.2553664373336491,"score_spread":0.2443112266603503,"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."}}