{"id":"W4254730757","doi":"10.31525/ct1-nct04104230","title":"Quebec Pancreas Cancer Study","year":2019,"lang":"en","type":"article","venue":"Case Medical Research","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pancreas; Cancer; Medicine; Geography; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000606714,0.0004869114,0.0005476534,0.001795968,0.003313122,0.001309091,0.001087942,0.0007456515,0.01556463],"category_scores_gemma":[0.001759234,0.0004874413,0.0007817929,0.004371278,0.0005497647,0.0005591759,0.001080913,0.0009201475,0.001416138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02908233,"about_ca_system_score_gemma":0.01868913,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9735876,"about_ca_topic_score_gemma":0.9857151,"domain_scores_codex":[0.9991139,0.0001895509,0.00005680424,0.0001613665,0.0001582318,0.0003201112],"domain_scores_gemma":[0.9985465,0.0001426649,0.0002463054,0.0001143281,0.0005411574,0.0004090707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001542047,0.0005088036,0.9281034,0.0003227379,0.0004733816,0.002057987,0.001082376,0.0004940315,0.0005889965,0.002080123,0.03860318,0.024143],"study_design_scores_gemma":[0.000620233,0.0002077611,0.9712769,0.0001827689,0.0001961657,0.0007751581,0.001638647,0.000508252,0.0002099529,0.0001474947,0.02420506,0.00003171805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8847877,0.006391983,0.000650571,0.002269767,0.0001422484,0.001207456,0.05529261,0.00006649207,0.04919105],"genre_scores_gemma":[0.9510887,0.00267328,0.0007160112,0.0013051,0.00009072234,0.0007699524,0.01717906,0.00003225861,0.02614487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02908233,"threshold_uncertainty_score":0.2110081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333812645437794,"score_gpt":0.5258309975773172,"score_spread":0.3924497330335378,"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."}}