{"id":"W4416392344","doi":"10.3390/curroncol32110644","title":"Parenteral Nutrition in Patients with Incurable Cancer: Exploring the Heterogenous and Non-Randomised Clinical Landscape","year":2025,"lang":"en","type":"article","venue":"Current Oncology","topic":"Clinical Nutrition and Gastroenterology","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"St. Olavs Hospital Universitetssykehuset i Trondheim","keywords":"Discontinuation; Nausea; Parenteral nutrition; Cancer; Clinical trial; Vomiting; Weight loss","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.2198315,0.0003413048,0.001929288,0.003166611,0.0008663062,0.004831906,0.002013487,0.001453547,0.003554734],"category_scores_gemma":[0.3336232,0.0004654295,0.001616244,0.005016386,0.004224116,0.004283434,0.003092991,0.00101855,0.0004428086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003739149,"about_ca_system_score_gemma":0.006893802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002362934,"about_ca_topic_score_gemma":0.004894416,"domain_scores_codex":[0.6959924,0.2529549,0.02761243,0.008604338,0.01277659,0.002059336],"domain_scores_gemma":[0.5062363,0.3471736,0.106421,0.02151575,0.01523566,0.003417588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009784353,0.0009544746,0.7695547,0.0123428,0.006066264,0.0002872303,0.005133677,0.001347108,0.0004007921,0.007434349,0.004653051,0.1820413],"study_design_scores_gemma":[0.006795871,0.01373583,0.8248519,0.03995086,0.006739895,0.001717883,0.01637505,0.008972409,0.0009589106,0.02946699,0.05016373,0.0002706169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7558467,0.17635,0.01065354,0.03872146,0.001344834,0.003645379,0.001719123,0.00004672543,0.01167227],"genre_scores_gemma":[0.9748963,0.009900275,0.005742821,0.00617898,0.0007959735,0.001762877,0.000448111,0.00004022536,0.0002344507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2198315,"threshold_uncertainty_score":0.9620867,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08872768352365944,"score_gpt":0.4056320907543596,"score_spread":0.3169044072307002,"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."}}