{"id":"W1505114426","doi":"10.5772/30169","title":"Coagulation Abnormalities in Acute Pancreatitis","year":2012,"lang":"en","type":"book-chapter","venue":"InTech eBooks","topic":"Pancreatitis Pathology and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Coagulation; Acute pancreatitis; Pancreatitis; Internal medicine; Gastroenterology; Cardiology","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":[0.0001877906,0.0008396219,0.0007173253,0.001847507,0.0003117702,0.001171499,0.0004976557,0.001215479,0.01053809],"category_scores_gemma":[0.0006123754,0.0002143676,0.0004057729,0.001752912,0.0005971743,0.001370564,0.0009495875,0.001928809,0.007237997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004893289,"about_ca_system_score_gemma":0.000395976,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007312096,"about_ca_topic_score_gemma":0.001225577,"domain_scores_codex":[0.999822,0.0000357052,0.00001989091,0.00002783621,0.00007457937,0.00002006781],"domain_scores_gemma":[0.9998415,0.00007933993,0.0000208759,0.000009488618,0.00003022202,0.00001860875],"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":[0.0001059594,0.0001187727,0.0006055887,0.002725446,0.00003194476,0.002572764,0.0005529314,0.0003115411,0.002592906,0.01379278,0.2071394,0.7694501],"study_design_scores_gemma":[0.00001175423,0.00005102127,0.001308305,0.001073762,0.00002019138,0.01604881,0.00009864308,0.00007876258,0.0004346923,0.007855746,0.973003,0.00001548301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.001719216,0.9236733,0.001517877,0.002434238,0.002529628,0.0000402691,0.0001179898,0.0001363178,0.06783117],"genre_scores_gemma":[0.01557409,0.8521327,0.004128028,0.00522639,0.004655917,0.00006334951,0.0004428954,0.00008521333,0.1176914],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.01053809,"threshold_uncertainty_score":0.03525347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02504975998277961,"score_gpt":0.2717860603070987,"score_spread":0.2467363003243191,"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."}}