{"id":"W3026987831","doi":"10.1007/s12029-020-00417-9","title":"Outcomes of Patients with Borderline Resectable Pancreatic Cancer Treated with Combination Chemotherapy","year":2020,"lang":"en","type":"article","venue":"Journal of Gastrointestinal Cancer","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Saskatchewan Cancer Agency; University of Saskatchewan","funders":"University of Saskatchewan","keywords":"Medicine; Radiation therapy; Chemotherapy; Pancreatic cancer; Oncology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001694647,0.0001755642,0.0008636942,0.0001146713,0.00004102143,0.000008990726,0.0001107182,0.00003241875,0.0006336958],"category_scores_gemma":[0.0001855657,0.0001003038,0.00007424271,0.0003095791,0.0001566389,0.0001148361,0.00001319255,0.0003349858,0.000001452691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001858023,"about_ca_system_score_gemma":0.0007396152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000312992,"about_ca_topic_score_gemma":0.00005729446,"domain_scores_codex":[0.9983878,0.0000560817,0.0004794283,0.0001463504,0.0006739887,0.0002563555],"domain_scores_gemma":[0.9973765,0.0001344497,0.0005933521,0.000114089,0.001529059,0.0002525468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01274632,0.000451714,0.9837769,0.0001591319,0.0003783462,0.00006578714,0.0001371688,0.00006215055,0.0007947385,0.000006725767,0.0006356409,0.0007853338],"study_design_scores_gemma":[0.01274179,0.01325679,0.9711354,0.0008541035,0.0005067766,0.0001154587,0.0001027754,0.0004956916,0.0005768849,0.000006938769,0.0001209438,0.00008640711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992956,0.0002167123,0.0008382335,0.005301704,0.0000139064,0.0003566436,0.00002025785,0.00001053538,0.0002859581],"genre_scores_gemma":[0.9918162,0.0001320646,0.007076639,0.0005125961,0.0000998223,0.00001770323,0.00000744419,0.00002961865,0.000307977],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01280507,"threshold_uncertainty_score":0.6938525,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02516751009011923,"score_gpt":0.323870193381513,"score_spread":0.2987026832913938,"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."}}