{"id":"W4312127344","doi":"10.3390/biomedicines10123215","title":"Inflammatory Cytokines and Radiotherapy in Pancreatic Ductal Adenocarcinoma","year":2022,"lang":"en","type":"review","venue":"Biomedicines","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network; Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Radiation therapy; Radioresistance; Pancreatic cancer; Oncology; Chemotherapy; Internal medicine; Adenocarcinoma; Disease; Cancer","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":[0.000540017,0.0005740736,0.001144755,0.002984754,0.000226645,0.0007863677,0.0004735856,0.0007357418,0.002074745],"category_scores_gemma":[0.0009104546,0.0002349946,0.0007538494,0.003150991,0.0002891118,0.0006838363,0.0004521792,0.0007129873,0.0005581732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004556891,"about_ca_system_score_gemma":0.00133168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001232805,"about_ca_topic_score_gemma":0.002012194,"domain_scores_codex":[0.9997779,0.00004714623,0.00005865614,0.00002653668,0.00007288987,0.00001687875],"domain_scores_gemma":[0.9995227,0.0002550925,0.0001096658,0.000007074409,0.00008569629,0.00001984953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002461961,0.0001146422,0.00145533,0.1135618,0.0004550608,0.0005392428,0.0001605629,0.0002747794,0.0016812,0.00140254,0.01647371,0.8636349],"study_design_scores_gemma":[0.0001061796,0.0004963289,0.01299002,0.06619574,0.002512098,0.007587591,0.00040349,0.0002477221,0.001875166,0.002096797,0.9054265,0.0000624306],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001214889,0.9995692,0.00001292546,0.00006325197,0.00005195675,0.00000216587,0.00000622843,0.000001087815,0.0001716166],"genre_scores_gemma":[0.0008222896,0.9988785,0.0000353931,0.00006836325,0.00007778264,0.000003919212,0.000009814709,2.75627e-7,0.0001036192],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002984754,"threshold_uncertainty_score":0.006940722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07038170434401961,"score_gpt":0.3815338631025376,"score_spread":0.311152158758518,"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."}}