{"id":"W2155381516","doi":"10.1038/bjc.2011.323","title":"Is there a genetic cause for cancer cachexia? – a clinical validation study in 1797 patients","year":2011,"lang":"en","type":"article","venue":"British Journal of Cancer","topic":"Nutrition and Health in Aging","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Cachexia; Single-nucleotide polymorphism; Medicine; Cancer cachexia; Cancer; Internal medicine; Bioinformatics; Biology; Gene; Genetics; Genotype","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001519239,0.0004814867,0.000832196,0.0005637422,0.001188465,0.0007216834,0.0005863735,0.0008609978,0.002076111],"category_scores_gemma":[0.004111878,0.0004657444,0.0004576402,0.0009795938,0.0008812052,0.0003280565,0.0005670005,0.0006958164,0.001033992],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005477917,"about_ca_system_score_gemma":0.0005098381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003029505,"about_ca_topic_score_gemma":0.003509877,"domain_scores_codex":[0.9991436,0.0003043792,0.00007816091,0.0002565106,0.0001343574,0.00008294477],"domain_scores_gemma":[0.9978846,0.0008830077,0.0003770835,0.0002788251,0.0003230054,0.0002534929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006567389,0.000261671,0.9952679,0.00002950871,0.00009126908,0.0004922849,0.000298757,0.00005605182,0.001061326,0.0000314631,0.0002064421,0.001546487],"study_design_scores_gemma":[0.0001989799,0.0008866905,0.9954335,0.00001580912,0.00009710887,0.001636428,0.0002775592,0.0002827424,0.0002945709,0.00003974318,0.0008246213,0.00001212747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991667,0.000117554,0.00009627594,0.00002215073,0.000005037258,0.00005000034,0.0002809516,0.000001855436,0.000259597],"genre_scores_gemma":[0.997699,0.0001062772,0.0002885426,0.00009412112,0.00001301403,0.0001037326,0.001424586,0.000006246903,0.0002644785],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003029505,"threshold_uncertainty_score":0.008034587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2083447557319485,"score_gpt":0.4694923327377807,"score_spread":0.2611475770058321,"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."}}