{"id":"W2735296284","doi":"10.1016/j.hpb.2017.02.026","title":"Patterns of muscle loss in patients with pancreas cancer","year":2017,"lang":"en","type":"article","venue":"HPB","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Cachexia; Cancer; Pancreatic cancer; Weight loss; Pancreas; Internal medicine; Surgery; Gastroenterology; Obesity","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001035362,0.00005797691,0.0002674468,0.00004189899,0.00004522795,0.000004706085,0.00009558085,0.00004750406,0.0004020159],"category_scores_gemma":[0.00008037741,0.00003997307,0.00001942963,0.00002369364,0.0000808458,0.00004372183,0.00003786625,0.0000992664,0.00001247408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004294782,"about_ca_system_score_gemma":0.0001168477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003099401,"about_ca_topic_score_gemma":0.0006801038,"domain_scores_codex":[0.9993905,0.00001844318,0.0001157462,0.0001140072,0.0001929726,0.0001683254],"domain_scores_gemma":[0.9993839,0.00002904118,0.00007715036,0.0003546301,0.00008675403,0.00006847055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579572,0.0001888364,0.9882772,0.00006434945,0.00003081985,0.00002512198,0.0001316733,1.988268e-7,0.0000269359,0.00001511731,0.00008852488,0.01089328],"study_design_scores_gemma":[0.003508013,0.0002758677,0.9954066,0.0002207424,0.00003924406,8.340708e-7,0.00002211258,0.00006964598,0.00004447389,0.000006289618,0.0003635178,0.0000426066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971108,0.0000332404,0.00003521509,0.0001609534,0.00003204975,0.0002295657,0.0000179638,0.000004800867,0.002375382],"genre_scores_gemma":[0.9985871,0.00005603321,0.000252419,0.00006395023,0.00003916355,0.00002627095,0.000006805404,0.000008134584,0.0009601298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01085067,"threshold_uncertainty_score":0.4685387,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03190539564215976,"score_gpt":0.3508425453150543,"score_spread":0.3189371496728945,"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."}}