{"id":"W2615088276","doi":"10.1002/cncr.24918","title":"Progress for resectable cancer?","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"National Cancer Institute; Howard Hughes Medical Institute","keywords":"Medicine; Internal medicine; Guideline; Adjuvant therapy; Chemoradiotherapy; Cancer; Radiation therapy; Pancreatic cancer; Survival analysis; Adenocarcinoma; Epidemiology; Oncology; Surgery; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001686686,0.00006725808,0.0002277876,0.00004001942,0.00007976609,0.000008648204,0.00007322159,0.0001000436,0.001936502],"category_scores_gemma":[0.0001010672,0.00005072162,0.00004433184,0.00009537374,0.0001533474,0.00003036521,0.00001897692,0.0002201005,0.00001922311],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000678178,"about_ca_system_score_gemma":0.0006718828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002636213,"about_ca_topic_score_gemma":0.0005302593,"domain_scores_codex":[0.9992954,0.000008139456,0.0001019374,0.0001666499,0.0001320674,0.0002957843],"domain_scores_gemma":[0.999382,0.00006919993,0.00002898098,0.0001912669,0.0001894142,0.0001391467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000553278,0.00009452798,0.8654341,0.0002492763,0.0001253455,0.00001145342,0.000173971,4.450137e-7,0.01813991,0.001138346,0.06451742,0.04956193],"study_design_scores_gemma":[0.004409372,0.000467994,0.2108033,0.0001680499,0.0002680331,0.00002276009,0.00006819591,0.001820305,0.01360347,0.0006823262,0.7674989,0.0001872628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799151,0.002264721,0.00006533639,0.006641876,0.0005791377,0.0008444462,0.00003627729,0.0000432102,0.009609825],"genre_scores_gemma":[0.955332,0.0004712945,0.003330254,0.0006816837,0.00156671,0.003204179,0.00001252392,0.00002868324,0.0353727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7029815,"threshold_uncertainty_score":0.9989759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05576032009204167,"score_gpt":0.4551897663986977,"score_spread":0.3994294463066561,"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."}}