{"id":"W3208891510","doi":"10.3390/curroncol28060371","title":"Prognostic Implications of Intratumoral and Peritumoral Infiltrating Lymphocytes in Pancreatic Ductal Adenocarcinoma","year":2021,"lang":"en","type":"review","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pancreatic ductal adenocarcinoma; Pathology; Adenocarcinoma; Cancer research; Pancreatic cancer; Oncology; Internal medicine; Cancer","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":[0.006437276,0.001098458,0.003294833,0.001997903,0.000354776,0.001846,0.0006997925,0.001001715,0.001134207],"category_scores_gemma":[0.00749627,0.0005443019,0.01246222,0.003068133,0.0003850873,0.000899144,0.0007735817,0.001216609,0.0001256585],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004685681,"about_ca_system_score_gemma":0.0005628116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00135231,"about_ca_topic_score_gemma":0.002999847,"domain_scores_codex":[0.9967052,0.001685273,0.0005642961,0.000575183,0.0003253842,0.0001446818],"domain_scores_gemma":[0.9915536,0.006306035,0.001138725,0.0004816588,0.0003811227,0.0001388923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008261432,0.00006020373,0.27356,0.03508012,0.6239421,0.0006546006,0.0001549038,0.00271499,0.002441015,0.000299017,0.0008583684,0.0519733],"study_design_scores_gemma":[0.0005476719,0.0007922972,0.1585862,0.003886222,0.8259097,0.0009817755,0.0001650069,0.001599625,0.001122933,0.00123677,0.005129334,0.00004249699],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0654432,0.9322974,0.0008258849,0.0003448301,0.0001278711,0.00002256062,0.0003731145,0.00002022424,0.0005448738],"genre_scores_gemma":[0.8780236,0.1194319,0.0007529003,0.0005538145,0.0003493309,0.00005074007,0.0004793367,0.00002560805,0.0003328249],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006437276,"threshold_uncertainty_score":0.03404397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151645646172907,"score_gpt":0.4826360677395456,"score_spread":0.2674715031222549,"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."}}