{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04527204,0.0002310346,0.0004220051,0.001410688,0.0005223027,0.001440969,0.0007043879,0.0006574293,0.001349259],"category_scores_gemma":[0.09447049,0.000346662,0.0006527011,0.0009682862,0.0008581231,0.001087918,0.002179611,0.0006930085,0.0003196257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00084692,"about_ca_system_score_gemma":0.0008316523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002817881,"about_ca_topic_score_gemma":0.004807229,"domain_scores_codex":[0.9452065,0.0375884,0.005392001,0.002473931,0.007709022,0.00163026],"domain_scores_gemma":[0.8848923,0.09250034,0.006967485,0.003606885,0.01056738,0.001465532],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008456447,0.0001460129,0.9377367,0.0004056063,0.0002353682,0.000179057,0.01767078,0.000558277,0.001463173,0.0002855172,0.0008381222,0.0396358],"study_design_scores_gemma":[0.00004268815,0.0008864592,0.9825934,0.0002544747,0.00006823505,0.0003382075,0.008093139,0.004020161,0.001113385,0.0004155202,0.002127329,0.00004706474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927054,0.0005362309,0.002654443,0.0003503453,0.00005250396,0.0001471502,0.0001567459,0.00004847855,0.00334866],"genre_scores_gemma":[0.9985531,0.00007801288,0.0009892756,0.00006676824,0.000007076071,0.00004526382,0.00007656536,0.00000483048,0.0001791476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04527204,"threshold_uncertainty_score":0.2394243,"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."}}