{"id":"W2088405996","doi":"10.1016/j.jtcvs.2005.05.031","title":"For everything there is a season","year":2005,"lang":"en","type":"article","venue":"Journal of Thoracic and Cardiovascular Surgery","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"","keywords":"Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004802274,0.001115105,0.001283909,0.001321261,0.00745331,0.01305375,0.001232505,0.005984938,0.18516],"category_scores_gemma":[0.01245433,0.0004562198,0.001215658,0.001103996,0.003026064,0.00633226,0.006050865,0.0121556,0.1288759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244578,"about_ca_system_score_gemma":0.006734456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002998279,"about_ca_topic_score_gemma":0.00908362,"domain_scores_codex":[0.996569,0.0005997299,0.0001429353,0.0003568156,0.001434852,0.0008966785],"domain_scores_gemma":[0.9779987,0.001133797,0.0008048959,0.001289022,0.005754352,0.01301922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004054475,0.00003570481,0.000434193,0.00003583888,0.00001020587,0.0000671192,0.0001067095,0.00001226799,0.0001948042,0.00300558,0.9691452,0.02691187],"study_design_scores_gemma":[0.00001191564,0.00002582193,0.0007463132,0.00006405103,0.00000434831,0.0001141642,0.0004922465,0.000008340291,0.00004201983,0.001837228,0.996642,0.00001145426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.001559475,0.01761702,0.000800239,0.6190614,0.2325737,0.00005764895,0.0003159654,0.0003859811,0.1276285],"genre_scores_gemma":[0.01266815,0.007846134,0.001482193,0.2135387,0.05008513,0.00008197138,0.0003810309,0.0003711303,0.7135456],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.18516,"threshold_uncertainty_score":0.619422,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04307614140186215,"score_gpt":0.353086688814134,"score_spread":0.3100105474122718,"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."}}