{"id":"W2325965936","doi":"10.4161/cbt.26723","title":"Blood volatile compounds as biomarkers for colorectal cancer","year":2013,"lang":"en","type":"article","venue":"Cancer Biology & Therapy","topic":"Advanced Chemical Sensor Technologies","field":"Engineering","cited_by":83,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"Breath gas analysis; Colorectal cancer; Internal medicine; Exhaled air; Lung cancer; Gastroenterology; Gas chromatography–mass spectrometry; Medicine; Mass spectrometry; Chemistry; Cancer; Chromatography; Toxicology; Biology","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":[0.0000165204,0.0002141481,0.0002537012,0.00005158961,0.00005947229,0.00001326328,0.0002564781,0.0002633471,0.0004553949],"category_scores_gemma":[0.00001360182,0.0001810869,0.00007723126,0.0001426006,0.000225979,0.00006984844,0.00002031241,0.0001426386,0.00002160133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123776,"about_ca_system_score_gemma":0.00001220842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002111139,"about_ca_topic_score_gemma":0.00003264364,"domain_scores_codex":[0.9991159,0.00000852373,0.0001722655,0.0002537137,0.00003795581,0.0004116214],"domain_scores_gemma":[0.9995657,0.0001070041,0.00004014944,0.0001720386,0.0000605729,0.00005452241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000365243,0.00001350883,0.004017348,0.000009948192,0.0002876616,2.52424e-7,0.00003761845,0.0001802988,0.9501867,0.0001030018,0.004027826,0.04109931],"study_design_scores_gemma":[0.001029785,0.0001422427,0.0009867696,0.00001298968,0.00001573072,0.000002018182,0.00003823153,0.0009732833,0.9429149,0.006204624,0.04738576,0.000293677],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868715,0.009937559,0.0002574522,0.0004924717,0.0005273211,0.0005401943,0.00007871225,0.000842904,0.0004519029],"genre_scores_gemma":[0.9917016,0.004984116,0.001009127,0.0002571982,0.000154322,0.001742213,0.00002392302,0.00005108695,0.00007643039],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04335794,"threshold_uncertainty_score":0.7384511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01322146735193873,"score_gpt":0.2715607282729683,"score_spread":0.2583392609210295,"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."}}