{"id":"W2113956508","doi":"10.1177/0884533613516129","title":"Quality of Life Analysis During Transition From Stationary to Portable Infusion Pump in Home Parenteral Nutrition Patients","year":2013,"lang":"en","type":"article","venue":"Nutrition in Clinical Practice","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital","funders":"","keywords":"Medicine; Infusion pump; Quality of life (healthcare); Parenteral nutrition; Crossover study; Prospective cohort study; Physical therapy; Anesthesia; Surgery","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":[0.001410618,0.000202807,0.0008712975,0.0006698421,0.00006413704,0.00004768358,0.0001753291,0.0003326071,0.0004217453],"category_scores_gemma":[0.00541206,0.0002339744,0.0003399168,0.001127725,0.00009399801,0.001221259,0.00005163938,0.0006667303,0.00005789548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001450645,"about_ca_system_score_gemma":0.00001111978,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00278663,"about_ca_topic_score_gemma":0.001045149,"domain_scores_codex":[0.9931104,0.001974897,0.003364534,0.0006494808,0.0005418222,0.0003588309],"domain_scores_gemma":[0.9938334,0.004161165,0.0008035164,0.00034712,0.0005738029,0.0002810208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01118052,0.02382787,0.9588252,0.0002595915,0.0001165864,0.000007372119,0.000369734,0.0002382945,0.001053807,0.000009922333,0.002660356,0.001450727],"study_design_scores_gemma":[0.01350355,0.0007814774,0.9813979,0.0002546567,0.0001093834,5.645518e-7,0.0008503331,0.0004373626,0.00007164078,0.001774049,0.0006291119,0.0001900084],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9584892,0.00004715884,0.0003582879,0.03910475,0.0005187523,0.001143863,0.000270772,0.00004197293,0.00002518532],"genre_scores_gemma":[0.982844,0.0001996841,0.003969229,0.01124004,0.00021234,0.0002615717,0.00125304,0.00001825812,0.000001829541],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02786471,"threshold_uncertainty_score":0.95412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05209861270120664,"score_gpt":0.4035342794684491,"score_spread":0.3514356667672424,"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."}}