{"id":"W2086713529","doi":"10.1097/00006676-200404000-00001","title":"Advancements in Pancreatic Cancer Research in Japan and Unfolding Prospective","year":2004,"lang":"en","type":"article","venue":"Pancreas","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Pancreatic cancer; Medicine; Cancer; Prospective cohort study; Oncology; Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.001234102,0.0001530537,0.0005804842,0.0005493444,0.0000899841,0.00001743778,0.00009234797,0.0001215272,0.0001109937],"category_scores_gemma":[0.0003999282,0.0001346158,0.00002745937,0.0008999939,0.0002691657,0.0001261515,0.00009405537,0.0006155642,0.00003937913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009900801,"about_ca_system_score_gemma":0.000538228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008756354,"about_ca_topic_score_gemma":0.002064842,"domain_scores_codex":[0.9978812,0.0001473342,0.0003289334,0.000443849,0.0004809537,0.0007177138],"domain_scores_gemma":[0.9991163,0.0002693763,0.00003904651,0.0002475939,0.0001195151,0.0002081424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005269303,0.0002689934,0.9903012,0.0001473295,0.00004184533,0.0001758527,0.00118681,0.000009771721,0.002893055,0.002080333,0.00001522672,0.002352668],"study_design_scores_gemma":[0.006371708,0.0003928525,0.9830301,0.001125836,0.00003666199,0.00004962648,0.001092625,0.0001005161,0.0007275557,0.006772535,0.00017236,0.0001276406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9834765,0.00247469,0.00001434278,0.001209669,0.00003634411,0.001159401,0.000003890392,0.00002238773,0.01160277],"genre_scores_gemma":[0.9955007,0.002190439,0.0008765226,0.0001087375,0.00008818384,0.0005664956,0.000005007357,0.00002295469,0.0006408945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01202426,"threshold_uncertainty_score":0.9978444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07187926197830699,"score_gpt":0.4336457806872274,"score_spread":0.3617665187089204,"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."}}