{"id":"W2949960978","doi":"10.1053/j.jrn.2019.04.004","title":"Renal Dietitians' Perceptions of the Value of Subjective Global Assessment: A Mixed Methods Study","year":2019,"lang":"en","type":"article","venue":"Journal of Renal Nutrition","topic":"Dietetics, Nutrition, and Education","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Fraser Health","funders":"","keywords":"Medicine; Focus group; Psychological intervention; Kidney disease; Consistency (knowledge bases); Medical education; Nursing; 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":[],"consensus_categories":[],"category_scores_codex":[0.002282897,0.0001414595,0.0004826146,0.0001740063,0.0002529303,0.000009622868,0.0002682406,0.000153372,0.0002293427],"category_scores_gemma":[0.0002575966,0.0001045762,0.0003177545,0.0005005256,0.00009794422,0.0002594767,0.00005731854,0.0005752837,0.000008694017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003999968,"about_ca_system_score_gemma":0.0005292824,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001155016,"about_ca_topic_score_gemma":0.00006620029,"domain_scores_codex":[0.9955013,0.002345699,0.001182353,0.0001556028,0.0005757529,0.0002393344],"domain_scores_gemma":[0.9962972,0.0004994191,0.001415076,0.0002826313,0.00140932,0.00009630279],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001922794,0.01325288,0.8300789,0.003659907,0.0009066583,0.000005381537,0.0272408,0.0001920845,0.09100456,0.006856763,0.01877638,0.006102903],"study_design_scores_gemma":[0.004155737,0.001807899,0.8883988,0.002821562,0.0003156682,0.00002214812,0.09081449,0.0001023678,0.0007567619,0.009565788,0.001107386,0.0001313963],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878591,0.0003266783,0.005692193,0.001043258,0.002941214,0.000859675,0.00007817394,0.00000854048,0.001191142],"genre_scores_gemma":[0.9882665,0.0003116774,0.01055355,0.00006440106,0.000639842,0.00002646934,0.00001040575,0.00001292914,0.0001141828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09024779,"threshold_uncertainty_score":0.4264493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03278354423739886,"score_gpt":0.4677019519474827,"score_spread":0.4349184077100838,"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."}}