{"id":"W2726610245","doi":"10.1245/s10434-017-5988-y","title":"Prediagnosis Circulating Insulin-Like Growth Factors and Pancreatic Cancer Survival","year":2017,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"National Institutes of Health; Alvin J. Siteman Cancer Center; Foundation for Barnes-Jewish Hospital","keywords":"Medicine; Surgical oncology; Pancreatic cancer; Oncology; Internal medicine; Insulin; General surgery; 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":[0.0004781297,0.0002614277,0.0002935354,0.0007594715,0.0002586041,0.001015974,0.0002481319,0.0006179773,0.003347672],"category_scores_gemma":[0.002666617,0.0002075995,0.0002559637,0.001023341,0.0002975159,0.0005562485,0.0003045143,0.001115629,0.0002907845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003042505,"about_ca_system_score_gemma":0.0003260635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006133123,"about_ca_topic_score_gemma":0.001185134,"domain_scores_codex":[0.9998121,0.00004341123,0.00002392332,0.00004171045,0.00003161474,0.00004725363],"domain_scores_gemma":[0.9974132,0.0009010352,0.000968077,0.0001524262,0.0001375162,0.0004277281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006906163,0.0000463645,0.9936373,0.00001277213,0.00003774706,0.000218985,0.00002593843,0.00007867665,0.0007378196,0.00005183484,0.0001495057,0.004312485],"study_design_scores_gemma":[0.00001457022,0.0002532543,0.9965392,0.000009467522,0.00005831194,0.001340482,0.0001327712,0.0003876599,0.0005280406,0.0002169928,0.000510233,0.000009067791],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961274,0.001073176,0.0001636843,0.0001855004,0.00005149519,0.000003606796,0.0002808137,0.00001957962,0.00209475],"genre_scores_gemma":[0.9988093,0.000201034,0.000126867,0.00005680892,0.00005588046,0.000003375485,0.0002438785,0.000004892041,0.0004979926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003347672,"threshold_uncertainty_score":0.01119906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1330880169005758,"score_gpt":0.3879554141135935,"score_spread":0.2548673972130177,"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."}}