{"id":"W2786051640","doi":"10.1016/j.mpaic.2018.01.003","title":"The mouth, stomach and intestines","year":2018,"lang":"en","type":"article","venue":"Anaesthesia & intensive care medicine","topic":"Gastrointestinal disorders and treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Medicine; Stomach; General surgery; Gastroenterology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001065612,0.0002467873,0.0003640009,0.00008795277,0.0003653773,0.00002280924,0.0001036664,0.00004804145,0.00003619139],"category_scores_gemma":[0.002137964,0.0001304599,0.00006176403,0.0002052566,0.001686106,0.00003610598,0.00005089993,0.0001797627,0.0000581419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004596246,"about_ca_system_score_gemma":0.00006623574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004271989,"about_ca_topic_score_gemma":0.0001521658,"domain_scores_codex":[0.9987874,0.00003736278,0.0002591171,0.0003239808,0.0002604893,0.0003316638],"domain_scores_gemma":[0.9956661,0.0001267073,0.00009017858,0.0003667436,0.00353912,0.0002111611],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001048592,0.00006756049,0.5678089,0.0001148375,0.0002932284,0.00111729,0.01072339,1.225512e-7,0.001349676,0.00180208,0.05766146,0.3580128],"study_design_scores_gemma":[0.006197717,0.01628744,0.7684284,0.001874524,0.0009262764,0.004323735,0.1384591,0.0001871774,0.0005893745,0.0008589143,0.06146394,0.0004034719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9590904,0.007650648,0.00006640553,0.0288417,0.0001877537,0.0004308242,0.00000210589,0.00009221538,0.003637923],"genre_scores_gemma":[0.9902834,0.0003287788,0.0002857916,0.008004691,0.0003272376,0.00002075007,0.00002202123,0.00003144583,0.0006958384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3576093,"threshold_uncertainty_score":0.6212528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01593656777612714,"score_gpt":0.288543017222769,"score_spread":0.2726064494466419,"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."}}