{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009073273,0.0001256057,0.0002229484,0.0001759427,0.00003305761,0.00002015201,0.00008252086,0.00009327384,0.00004670196],"category_scores_gemma":[0.0002185375,0.0001443968,0.00005509425,0.0001525562,0.000008638754,0.0002307252,0.00001074318,0.0002285668,0.00000814406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009972273,"about_ca_system_score_gemma":0.00002474228,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3235631,"about_ca_topic_score_gemma":0.8436997,"domain_scores_codex":[0.9985707,0.0001556462,0.0004542681,0.0003129339,0.0001971184,0.0003093213],"domain_scores_gemma":[0.9990067,0.0004070465,0.0001436281,0.0001304333,0.0002519882,0.00006014921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004476588,0.005655151,0.9688036,0.0003555278,0.00001243689,0.000004187708,0.0001195611,0.00004633673,0.0001318209,0.00009224909,0.01871967,0.001582826],"study_design_scores_gemma":[0.03163828,0.001744753,0.9517358,0.001594201,0.0000310725,0.000002992677,0.0005005221,0.002099448,0.0002662412,0.0008378788,0.009284804,0.0002639934],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9507605,0.00001912648,0.00003583611,0.04557024,0.001564432,0.001389766,0.0006245248,0.00001680894,0.00001880594],"genre_scores_gemma":[0.9783562,0.000089093,0.000176393,0.01969065,0.0001698205,0.0007435384,0.0007542802,0.00001705198,0.000002938297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5201366,"threshold_uncertainty_score":0.6809413,"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."}}