{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002719323,0.0002963001,0.0003148819,0.001255035,0.0002107014,0.0004340184,0.0001298228,0.0003039956,0.0006349158],"category_scores_gemma":[0.0006992059,0.0001413142,0.0001806627,0.00101871,0.0001579434,0.0001728215,0.0002382172,0.00033437,0.0001783469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002477747,"about_ca_system_score_gemma":0.000172226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001516362,"about_ca_topic_score_gemma":0.002162737,"domain_scores_codex":[0.9997919,0.00007463839,0.00001447646,0.00003887077,0.0000505188,0.00002969023],"domain_scores_gemma":[0.999675,0.00006852636,0.0001185131,0.00001246942,0.0000640525,0.00006156809],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.003718799,0.0001774336,0.7805378,0.000464419,0.0002687533,0.0005021613,0.0001641144,0.0004878542,0.1114456,0.0001558146,0.0008550509,0.1012221],"study_design_scores_gemma":[0.00002372507,0.0008115288,0.9815012,0.00003398951,0.0001445627,0.0007682921,0.0001714818,0.001501947,0.01189041,0.0001462569,0.002987369,0.00001922412],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9649585,0.02981159,0.002131862,0.0001973067,0.0000769566,0.0000544568,0.0006741212,0.0001188344,0.001976395],"genre_scores_gemma":[0.9942162,0.002589624,0.002131251,0.00004931367,0.00003432722,0.00001893519,0.0003746534,0.000005148398,0.0005804846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001516362,"threshold_uncertainty_score":0.003015041,"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."}}