{"id":"W2500952095","doi":"10.1002/9780470994764.app2","title":"Appendix 2: Further Reading","year":2005,"lang":"en","type":"other","venue":"","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Citation; Reading (process); Library science; Philosophy; Computer science; Linguistics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001243848,0.001057014,0.001304771,0.006610024,0.0009332106,0.001835113,0.001625693,0.002069397,0.8217194],"category_scores_gemma":[0.03151548,0.0004738509,0.00111669,0.005927983,0.0003540168,0.001575794,0.001174601,0.001491379,0.5131614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002664959,"about_ca_system_score_gemma":0.003143424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02058704,"about_ca_topic_score_gemma":0.02794742,"domain_scores_codex":[0.999006,0.0001773297,0.0001476594,0.00007963279,0.000479391,0.0001100177],"domain_scores_gemma":[0.9814291,0.008306936,0.0006931094,0.0007016977,0.007785905,0.001083282],"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":[0.00001925883,0.00001857575,0.00008335274,0.000128587,0.000001383317,0.00003301401,0.000007232828,0.00002817509,0.00001400371,0.0002673938,0.9912394,0.008159701],"study_design_scores_gemma":[0.00009677657,0.00002812772,0.003046724,0.0007874819,0.000009588037,0.0001612064,0.00008149131,0.000115722,0.0001012634,0.002001293,0.9935542,0.00001612424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000669485,0.001554181,0.00176408,0.009671078,0.01575261,0.002083761,0.2575653,0.001266158,0.7096733],"genre_scores_gemma":[0.003354578,0.002086625,0.005086605,0.01163408,0.006181837,0.001676768,0.1090346,0.001328858,0.859616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8217194,"threshold_uncertainty_score":0.2542955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01202937340607327,"score_gpt":0.2790087089817708,"score_spread":0.2669793355756975,"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."}}