{"id":"W3007128566","doi":"10.1177/089686080002000650","title":"Corrections to Peritonitis Treatment Recommendations","year":2000,"lang":"en","type":"article","venue":"Peritoneal Dialysis International","topic":"Microscopic Colitis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Peritoneal dialysis; Medicine; Intensive care medicine; Peritonitis; Internal medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00004604892,0.000142373,0.0002242204,0.0002102736,0.0001466406,0.00006776178,0.0001080882,0.00005165304,0.06611234],"category_scores_gemma":[0.00005484302,0.0001423977,0.0001861446,0.0002408718,0.00003643833,0.00008094707,0.0000237544,0.00008299697,0.001426345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005489175,"about_ca_system_score_gemma":0.0000910758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000991711,"about_ca_topic_score_gemma":0.0005319535,"domain_scores_codex":[0.9989444,0.00002791112,0.0002828951,0.0003126016,0.0002335012,0.0001986924],"domain_scores_gemma":[0.9993356,0.00004514466,0.00002801491,0.0002519981,0.0001318025,0.000207383],"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":[0.0002140731,0.0008964136,0.02582637,0.0000057072,0.0005232987,0.00004736438,0.002037028,0.00007479976,0.006111623,0.0003030051,0.02041904,0.9435413],"study_design_scores_gemma":[0.0007756245,0.0002324353,0.04687969,0.00003396618,0.0001113172,0.0001003096,0.0001103218,0.0005082398,0.002217679,0.00001947181,0.9488668,0.000144167],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.795103,0.00004050859,0.000311052,0.02608175,0.001528256,0.0004197111,0.0003328889,0.0001468548,0.176036],"genre_scores_gemma":[0.8411319,0.0003148351,0.005755946,0.001648988,0.001276648,0.0003447805,0.0006727589,0.00002906772,0.1488251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9433971,"threshold_uncertainty_score":0.9993511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804418550320963,"score_gpt":0.336702534925075,"score_spread":0.3186583494218653,"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."}}