{"id":"W2058158569","doi":"10.1177/0884533611427041","title":"Monitoring Parenteral Nutrition in Hospitalized Patients","year":2011,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Parenteral nutrition; Psychological intervention; Clinical nutrition; Intensive care medicine; Spurious relationship; Venipuncture; Emergency medicine; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001474597,0.0002242608,0.0005365326,0.0002802713,0.00006299544,0.0000415702,0.0002468827,0.0004119882,0.0001025022],"category_scores_gemma":[0.006548607,0.0002543926,0.0002352078,0.0003838554,0.0001653616,0.0009529985,0.00007111242,0.001161629,0.00009763455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001553103,"about_ca_system_score_gemma":0.000005573744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001950949,"about_ca_topic_score_gemma":0.00006275548,"domain_scores_codex":[0.9950961,0.00133665,0.002090993,0.0006319572,0.0003430921,0.0005012377],"domain_scores_gemma":[0.9965373,0.00217359,0.0004861989,0.0003325019,0.0002731493,0.0001972832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00770722,0.02896188,0.9522757,0.00010953,0.00001474896,0.0000611651,0.0002212518,3.010947e-7,0.00001588105,0.00002464645,0.004548037,0.00605966],"study_design_scores_gemma":[0.02497305,0.002458121,0.9463471,0.0008845041,0.00004136492,0.00001043215,0.0005352732,0.0000390161,0.0001208362,0.003336655,0.02100866,0.0002449511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791265,0.0001548613,0.00003982555,0.01494195,0.004147739,0.0009335859,0.00001985088,0.00009843394,0.000537298],"genre_scores_gemma":[0.9841866,0.0007957997,0.007445944,0.006609385,0.0006282464,0.0002448974,0.00005442185,0.00003109419,0.000003592601],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02650375,"threshold_uncertainty_score":0.9999908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020333705151886,"score_gpt":0.4214887798649173,"score_spread":0.3194554093497287,"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."}}