{"id":"W2790428943","doi":"10.1093/jcag/gwy009.056","title":"A56 LEVELS OF AGREEMENT BETWEEN PATIENT AND PRACTITIONER LED MALUTRITION SCREENING TOOLS IN CIRRHOSIS","year":2018,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Powdery Mildew Fungal Diseases","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Cirrhosis; Gold standard (test); Kappa; Malnutrition; Family medicine; Cohen's kappa; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005187224,0.00005844832,0.0001986118,0.00005767294,0.00007044609,0.00001382048,0.000125279,0.00006431651,0.000109892],"category_scores_gemma":[0.0003727912,0.00002749594,0.00007963594,0.0001147231,0.00004983899,0.0001405887,0.00002672373,0.000101518,6.332107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002382621,"about_ca_system_score_gemma":0.00003462078,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003455221,"about_ca_topic_score_gemma":0.2556126,"domain_scores_codex":[0.998839,0.0003007386,0.0004037368,0.00006797829,0.0002110382,0.0001775138],"domain_scores_gemma":[0.9985602,0.0001462502,0.0008938579,0.00002839994,0.0002694242,0.0001019041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006444698,0.00002889308,0.988216,0.000002848714,0.00004645576,8.757219e-7,0.00006140774,0.000005325518,0.007622884,0.00000906383,0.0008067999,0.003135037],"study_design_scores_gemma":[0.0003275194,0.0008190525,0.9974471,0.0000552999,0.0000304296,0.000004456331,0.0000999257,0.000004904085,0.0005969241,0.0001043879,0.0004842537,0.00002574935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990235,0.00001226711,0.000004723142,0.009246542,0.00009145566,0.00009028988,0.0002597909,8.584791e-7,0.00005902071],"genre_scores_gemma":[0.9992586,0.000006712652,0.00009907789,0.0004984303,0.0001147911,0.000001145435,0.000004861326,5.760708e-7,0.00001581666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2521573,"threshold_uncertainty_score":0.7579706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763170007907611,"score_gpt":0.2308015790356297,"score_spread":0.2031698789565536,"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."}}