{"id":"W4306742472","doi":"10.3390/curroncol29100625","title":"The Effects of Radiotherapy on Pancreatic Ductal Adenocarcinoma in Patients with Liver Metastases","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Natural Science Foundation of China","keywords":"Medicine; Radiation therapy; Internal medicine; Pancreatic cancer; Oncology; Proportional hazards model; Propensity score matching; Adenocarcinoma; Pancreatic ductal adenocarcinoma; Cancer; Multivariate analysis; Survival rate; Survival analysis; Gastroenterology","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":[0.0005845421,0.0001092823,0.0003605974,0.0003074211,0.0001796105,0.0002571631,0.0001651399,0.0002060013,0.001116319],"category_scores_gemma":[0.002658361,0.00008559763,0.001160678,0.0007023585,0.0001771727,0.000219179,0.0002924552,0.0004248316,0.000134853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003826472,"about_ca_system_score_gemma":0.0003279802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00101264,"about_ca_topic_score_gemma":0.002296857,"domain_scores_codex":[0.99957,0.0001637231,0.00006802433,0.00006858317,0.00007752229,0.00005214995],"domain_scores_gemma":[0.9984183,0.0004286496,0.0008649448,0.00008343074,0.0000795154,0.0001251456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001516783,0.00004391998,0.9703793,0.0002755535,0.0004526101,0.0003168542,0.00004593737,0.000414562,0.0006142748,0.00004249351,0.0003409193,0.0255568],"study_design_scores_gemma":[0.00003435828,0.0003836028,0.9970842,0.00004206238,0.0002744211,0.0007286386,0.00005781884,0.0001691942,0.0002273886,0.00006893359,0.0009242236,0.000005109972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863078,0.0113209,0.0002703018,0.0003624078,0.000030288,0.00001528502,0.000582831,0.00001040564,0.001099743],"genre_scores_gemma":[0.9976839,0.001613455,0.0001223532,0.00007441016,0.00003138914,0.000008708356,0.0003569107,0.000002294559,0.0001065348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001116319,"threshold_uncertainty_score":0.00373441,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03924031344579972,"score_gpt":0.3608518957020856,"score_spread":0.3216115822562859,"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."}}