{"id":"W2504204253","doi":"10.1701/2296.24698","title":"Il carcinoma pancreatico","year":2016,"lang":"it","type":"article","venue":"Recenti Progressi in Medicina","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Medicine; Carcinoma; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.002795394,0.0006139304,0.001926188,0.0006163483,0.0001709661,0.00003620667,0.0005732235,0.0007293683,0.00737814],"category_scores_gemma":[0.002490025,0.0003745599,0.0002095827,0.0009152241,0.001501032,0.0002022011,0.0002656148,0.0009149675,0.002065212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009593568,"about_ca_system_score_gemma":0.001524414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002452957,"about_ca_topic_score_gemma":0.00004596506,"domain_scores_codex":[0.9931938,0.0008110203,0.001360151,0.001069793,0.001563754,0.002001492],"domain_scores_gemma":[0.9958953,0.001263227,0.0003738294,0.0011784,0.0003427185,0.0009465858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006236245,0.0008864178,0.7728871,0.0005040869,0.0002176964,0.001883078,0.000774694,2.307051e-8,0.001051846,0.0005487769,0.0104402,0.2101824],"study_design_scores_gemma":[0.01870465,0.003008187,0.8621985,0.01260258,0.001001938,0.0003442901,0.001237262,0.0003519415,0.0013106,0.0007636837,0.09785926,0.0006170943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9009017,0.02242281,0.0001655936,0.02031375,0.00160816,0.002343304,0.00005870662,0.0001164196,0.05206955],"genre_scores_gemma":[0.9552093,0.01747822,0.0007799317,0.0004082411,0.00147772,0.000280503,0.00003331969,0.0001001301,0.0242327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2095653,"threshold_uncertainty_score":0.9998707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03675948385502615,"score_gpt":0.3509506172209118,"score_spread":0.3141911333658857,"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."}}