{"id":"W2085996111","doi":"10.1016/j.lungcan.2013.06.015","title":"Cross-validation analysis of the prognostic significance of mucin expression in patients with resected non-small cell lung cancer treated with adjuvant chemotherapy: Results from IALT, JBR.10 and ANITA","year":2013,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Glycosylation and Glycoproteins Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; University Health Network","funders":"National Cancer Institute; Sanofi","keywords":"Medicine; Oncology; Mucin; Adjuvant chemotherapy; Lung cancer; Adjuvant; Internal medicine; Chemotherapy; Expression (computer science); Cancer; Pathology; Breast cancer","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":[0.005546215,0.0006017049,0.0006732845,0.0009132717,0.0006053047,0.0009496065,0.0008490462,0.0007488035,0.00122517],"category_scores_gemma":[0.00689373,0.0002818174,0.0009602028,0.0007786293,0.0005948197,0.0004345584,0.0008846822,0.0007388016,0.0007088786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004399811,"about_ca_system_score_gemma":0.0004215982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003433774,"about_ca_topic_score_gemma":0.003469873,"domain_scores_codex":[0.9982877,0.0008014859,0.0001375483,0.0003847499,0.000222332,0.0001660922],"domain_scores_gemma":[0.9938922,0.002195493,0.0008347231,0.001279805,0.001071167,0.0007266142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003442284,0.0001991184,0.9833625,0.00003292409,0.0009256062,0.00006781192,0.0002382361,0.0005210596,0.005013988,0.00003732942,0.0006123362,0.00554687],"study_design_scores_gemma":[0.0001557301,0.0005849876,0.99347,0.00001266319,0.0006423732,0.0002598331,0.000169826,0.002306445,0.001408632,0.00005008221,0.0009215293,0.00001793332],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985316,0.00021945,0.000257639,0.00003431431,0.00002099008,0.00001628976,0.0006313727,0.00001096337,0.0002773264],"genre_scores_gemma":[0.9972879,0.00004730437,0.0001513442,0.00002570638,0.00001523811,0.00001425306,0.002265139,0.00001092693,0.0001822328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005546215,"threshold_uncertainty_score":0.02933151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005833187482472542,"score_gpt":0.2601380562036126,"score_spread":0.2543048687211401,"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."}}