{"id":"W4322208125","doi":"10.2196/46335","title":"Management of Pain and Cachexia in Pancreatic Cancer: Protocol for Two Systematic Reviews, Network Meta-Analysis, Surveys, and Focus Groups","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute for Health and Care Research","keywords":"Medicine; Psychological intervention; Meta-analysis; Pancreatic cancer; Cochrane Library; MEDLINE; Cachexia; Randomized controlled trial; Systematic review; Physical therapy; Quality of life (healthcare); Intensive care medicine; Cancer; Internal medicine; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.09562363,0.008253624,0.02009809,0.01412763,0.003653439,0.007318523,0.005816553,0.007310131,0.04937603],"category_scores_gemma":[0.1440566,0.006749873,0.0325644,0.01272261,0.003400947,0.006077444,0.007279567,0.008088445,0.005313974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01687167,"about_ca_system_score_gemma":0.03834704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009352404,"about_ca_topic_score_gemma":0.01694507,"domain_scores_codex":[0.9331729,0.03513176,0.01989333,0.00451155,0.005301671,0.001988637],"domain_scores_gemma":[0.9388793,0.02804246,0.01314148,0.006313715,0.01177988,0.001843144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02412191,0.0007617954,0.001857665,0.8530709,0.03129467,0.000566774,0.002309549,0.003860654,0.001652923,0.004875049,0.02817333,0.04745485],"study_design_scores_gemma":[0.1763664,0.005558346,0.01196,0.4381248,0.1119473,0.0009049324,0.002294075,0.008737625,0.004442296,0.02370636,0.2148125,0.001145302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0005043561,0.002859058,0.002765376,0.0004031087,0.0002247398,0.9893823,0.003293648,0.0001666173,0.0004009264],"genre_scores_gemma":[0.0004675531,0.0005526255,0.004726865,0.0001144338,0.00001043513,0.9937011,0.0002956422,0.000008864381,0.0001224852],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09562363,"threshold_uncertainty_score":0.5057122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6066184670869589,"score_gpt":0.625772663526718,"score_spread":0.01915419643975913,"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."}}