{"id":"W4406651360","doi":"10.1016/b978-1-4160-2973-1.50020-x","title":"10.1016/b978-1-4160-2973-1.50020-x","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":"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":[0.0006877804,0.002017614,0.001137145,0.001578231,0.001177596,0.003698666,0.002263664,0.003655278,0.9758833],"category_scores_gemma":[0.001535122,0.0006920086,0.0007132619,0.001645155,0.0009175574,0.004045287,0.00287789,0.00197087,0.9870605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006802856,"about_ca_system_score_gemma":0.0006875552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002668833,"about_ca_topic_score_gemma":0.002957741,"domain_scores_codex":[0.999668,0.00002115668,0.00002015257,0.0001084457,0.0001218474,0.00006051726],"domain_scores_gemma":[0.9986513,0.0004292516,0.00008655043,0.0001693635,0.0002333348,0.0004302278],"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":[0.0001109517,0.0001136717,0.000307622,0.0004045042,0.00001213643,0.0001129593,0.00008437288,0.00025135,0.001730337,0.005769586,0.4085311,0.5825714],"study_design_scores_gemma":[0.00001221119,0.00003519325,0.0004363146,0.0002322903,0.000005379711,0.0001558668,0.00006029218,0.00007301869,0.0002023955,0.0009893477,0.9977885,0.000009234138],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001374384,0.000482104,0.0005879079,0.0002315032,0.0001430059,0.00003438993,0.0004452245,0.0006987231,0.9972396],"genre_scores_gemma":[0.0003339332,0.0002859365,0.0002956087,0.0001051637,0.00003110524,0.00002469421,0.0002844653,0.0001661575,0.998473],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02411669,"threshold_uncertainty_score":0.03439957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037154474736537,"score_gpt":0.2007175649669009,"score_spread":0.1903460202195355,"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."}}