{"id":"W4406442224","doi":"10.1016/j.ysur.2013.02.096","title":"10.1016/j.ysur.2013.02.096","year":2000,"lang":"en","type":"article","venue":"Time to knit","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Dissection (medical); Pancreatic cancer; General surgery; Surgery; Cancer; Radiology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008796118,0.001199383,0.0006523,0.001796144,0.001021601,0.003039503,0.0009344933,0.003359307,0.9092883],"category_scores_gemma":[0.00168782,0.0004834132,0.0006369557,0.0008295517,0.0009452975,0.002522637,0.001591486,0.001662956,0.8783877],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007826057,"about_ca_system_score_gemma":0.001299766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001915485,"about_ca_topic_score_gemma":0.00188991,"domain_scores_codex":[0.999718,0.00002127158,0.00002293479,0.00008639164,0.00008395337,0.00006755442],"domain_scores_gemma":[0.9989393,0.0001704856,0.0001372328,0.00007437431,0.0002243454,0.0004542772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002494341,0.0002213679,0.004541297,0.0004264821,0.00003422179,0.000376023,0.0001197542,0.0002488745,0.001001591,0.005781775,0.2786898,0.7083095],"study_design_scores_gemma":[0.00005200952,0.0001165396,0.005130237,0.0008107172,0.00003690272,0.002954829,0.0002963664,0.0002803023,0.0006289268,0.005307722,0.9843562,0.00002925405],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005691405,0.01475486,0.004207772,0.01148487,0.003463454,0.00011945,0.003888233,0.002662331,0.9537277],"genre_scores_gemma":[0.01379963,0.004921549,0.00246303,0.002457239,0.0008615285,0.00007442278,0.002145452,0.0003735584,0.9729037],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09071171,"threshold_uncertainty_score":0.1293892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01564640363649012,"score_gpt":0.2620406936521232,"score_spread":0.2463942900156331,"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."}}