{"id":"W2034790774","doi":"10.3747/co.20.1223","title":"Cost-Effectiveness of Systemic Therapies for Metastatic Pancreatic Cancer","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":87,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Health Sciences Centre; University of Toronto; University of Calgary; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Pancreatic cancer; Cancer; Systemic therapy; Oncology; Bioinformatics; Internal medicine; Intensive care medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007617722,0.0001563551,0.00108811,0.0001401121,0.00005427704,0.00000540221,0.0001147554,0.00009729193,0.0004980571],"category_scores_gemma":[0.000364912,0.0001124884,0.0001359359,0.000153524,0.0002608496,0.00006681697,0.00003359541,0.0001769485,0.00005325338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000351098,"about_ca_system_score_gemma":0.0007154482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001639095,"about_ca_topic_score_gemma":0.00001122834,"domain_scores_codex":[0.9983817,0.0004382818,0.0003953628,0.0002431087,0.000174166,0.0003673998],"domain_scores_gemma":[0.9967696,0.002157083,0.0001698969,0.000237304,0.0005248513,0.0001412729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001627363,0.001866615,0.7840507,0.009938901,0.001621186,0.00001086407,0.002104193,0.000008515035,0.03035257,0.002549864,0.003191998,0.1626772],"study_design_scores_gemma":[0.03259893,0.009697528,0.8867618,0.005688196,0.005130053,0.0004377849,0.005715347,0.006881764,0.004586785,0.006083781,0.03572097,0.0006970026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9750749,0.01361522,0.004245005,0.0003626667,0.0005141209,0.005474763,0.00003424608,0.00003064442,0.0006484409],"genre_scores_gemma":[0.988363,0.002541062,0.001073295,0.00004125097,0.0001155336,0.007576696,0.00003548079,0.00002170817,0.000231999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1619802,"threshold_uncertainty_score":0.5453376,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.273649762320454,"score_gpt":0.5088451722607675,"score_spread":0.2351954099403135,"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."}}