{"id":"W4311708087","doi":"10.1093/bjs/znac404.131","title":"HPB P36 The influence of sarcopenia and systemic inflammation on survival in resected pancreatic cancer","year":2022,"lang":"en","type":"article","venue":"British journal of surgery","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sarcopenia; Medicine; Systemic inflammation; Pancreatic cancer; Cachexia; Internal medicine; Skeletal muscle; Sarcopenic obesity; Cancer; Survival analysis; Cohort; Log-rank test; Oncology; Survival rate; Gastroenterology; Inflammation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001866247,0.00005073147,0.0003480209,0.0002112813,0.0001006936,0.00001518152,0.00005278549,0.00002252235,0.00009134573],"category_scores_gemma":[0.0003959615,0.00004691386,0.00004818827,0.0002904748,0.00004126678,0.00008369341,0.00002324983,0.0004070105,3.64023e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001283743,"about_ca_system_score_gemma":0.0002631278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005796227,"about_ca_topic_score_gemma":0.00007354286,"domain_scores_codex":[0.9984787,0.0002885458,0.0006398236,0.00006968742,0.0003979945,0.0001252749],"domain_scores_gemma":[0.99876,0.0005571399,0.0003798003,0.00006729765,0.0001729001,0.00006290429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001327175,0.0001329291,0.9363245,0.00134779,0.00006112077,0.001412127,0.0006090443,0.001150622,0.0137524,0.00003834082,0.002915527,0.04092844],"study_design_scores_gemma":[0.0009628275,0.00007161836,0.988126,0.005398257,0.00002308798,0.004037618,0.0004900186,0.00007720009,0.0001738142,0.00004610722,0.000543327,0.00005010501],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993687,0.004703036,0.000001761725,0.001189567,0.0001907604,0.0001600954,0.00001062645,0.000004349232,0.00005284865],"genre_scores_gemma":[0.9952669,0.004284637,0.00001893937,0.0002663141,0.0001016853,0.00001543434,0.000002293822,0.000008134044,0.00003571857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05180153,"threshold_uncertainty_score":0.1913092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04330534506188831,"score_gpt":0.3073335352849833,"score_spread":0.2640281902230949,"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."}}