{"id":"W2917001931","doi":"10.1016/j.nut.2019.01.021","title":"Variations in practice patterns for adult cancer patients on home parenteral nutrition in Canada","year":2019,"lang":"en","type":"article","venue":"Nutrition","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; University of British Columbia; University of Calgary; St. Michael's Hospital; Hamilton Health Sciences; University Health Network; Toronto General Hospital; University of Toronto; McMaster University; Alberta Health Services","funders":"","keywords":"Medicine; Cancer; Parenteral nutrition; Cancer registry; Internal medicine; Gastrointestinal cancer; Retrospective cohort study; Colorectal cancer","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":[0.0007782717,0.0001808021,0.0004539097,0.001874497,0.002361031,0.002252208,0.001523881,0.0007259847,0.004801974],"category_scores_gemma":[0.006148815,0.0003526628,0.0007337134,0.00654166,0.0007138858,0.0005163202,0.001164565,0.001006448,0.000226527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04319641,"about_ca_system_score_gemma":0.05951747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9863356,"about_ca_topic_score_gemma":0.9946085,"domain_scores_codex":[0.9976279,0.0002009744,0.0003299736,0.0003071629,0.0006399335,0.000894009],"domain_scores_gemma":[0.9891174,0.0009064302,0.002312217,0.0001083429,0.003538102,0.004017508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001140988,0.00005827591,0.9728845,0.0001433563,0.00009910514,0.0002470999,0.003504704,0.0002600866,0.0002110957,0.0006040018,0.006030904,0.01584277],"study_design_scores_gemma":[0.00001526846,0.00002997561,0.988283,0.0002265913,0.00002512716,0.0001962464,0.007134693,0.0003992698,0.00005539599,0.00006207501,0.003547564,0.00002485456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717982,0.004235039,0.0002204065,0.006685141,0.0001075471,0.00008465025,0.004380686,0.0000411822,0.01244707],"genre_scores_gemma":[0.9944958,0.001949669,0.0003611789,0.000938726,0.00002062946,0.00002522563,0.0007783176,0.00002074806,0.001409553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04319641,"threshold_uncertainty_score":0.3134134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323904053074942,"score_gpt":0.300377008706522,"score_spread":0.2871379681757726,"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."}}