{"id":"W4406638724","doi":"10.1016/b978-1-4160-2450-7.50351-0","title":"10.1016/b978-1-4160-2450-7.50351-0","year":2000,"lang":"en","type":"book-chapter","venue":"Time to knit","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Pancreas; Medicine; General surgery; 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":[0.0006946129,0.001819816,0.001057361,0.001577156,0.00107773,0.00382337,0.002189004,0.003415087,0.9746163],"category_scores_gemma":[0.00143644,0.000623377,0.000729446,0.001566904,0.0008704239,0.003679825,0.0029234,0.001851511,0.9851958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007011945,"about_ca_system_score_gemma":0.0007129143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002556322,"about_ca_topic_score_gemma":0.002747686,"domain_scores_codex":[0.9996758,0.00001995589,0.0000188813,0.0001019978,0.0001280304,0.0000555486],"domain_scores_gemma":[0.9986678,0.0004252337,0.00008020924,0.0001635953,0.0002520188,0.000411068],"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":[0.00009931302,0.0001003883,0.000254317,0.0003614618,0.00001092809,0.00010051,0.00006676419,0.0002438622,0.001842333,0.005524316,0.3724321,0.6189637],"study_design_scores_gemma":[0.00001110581,0.0000318473,0.0003841087,0.0002252799,0.000004828828,0.0001541952,0.00005063733,0.00007508382,0.0002223979,0.0009458151,0.997886,0.000008597553],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001392034,0.0005164582,0.0007211771,0.0002525473,0.0001578959,0.00003581011,0.0004314478,0.0007083981,0.9970372],"genre_scores_gemma":[0.0003622492,0.0003170067,0.000355099,0.0001049678,0.00003438222,0.00002511426,0.0002953556,0.0001690562,0.9983368],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02538371,"threshold_uncertainty_score":0.03620672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027968607310614,"score_gpt":0.201173922391646,"score_spread":0.1908942363185399,"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."}}