{"id":"W2150688669","doi":"10.1200/jco.2007.12.0352","title":"Three-Gene Prognostic Classifier for Early-Stage Non–Small-Cell Lung Cancer","year":2007,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Gene expression and cancer classification","field":"Biochemistry, Genetics and Molecular Biology","cited_by":261,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; Toronto General Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Oncology; Internal medicine; Concordance; Lung cancer; Microarray; Hazard ratio; TaqMan; Gene; Gene expression; Real-time polymerase chain reaction; Biology; Confidence interval","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":[0.001318675,0.0003632561,0.0005339111,0.001362827,0.0003468119,0.0005330794,0.000407558,0.0004671243,0.001076885],"category_scores_gemma":[0.003662494,0.00005716082,0.0004528232,0.0005786976,0.0002515381,0.0002927947,0.0002419649,0.0005330883,0.000478632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008321302,"about_ca_system_score_gemma":0.0008579408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001032581,"about_ca_topic_score_gemma":0.001179302,"domain_scores_codex":[0.9995807,0.00009106927,0.00004073938,0.00006167923,0.0001659036,0.00006000581],"domain_scores_gemma":[0.9982725,0.0006930302,0.0003015907,0.00008775468,0.0004856886,0.0001594322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00169565,0.0004453588,0.8528906,0.0001358254,0.0002137107,0.0002401185,0.00008173065,0.007848115,0.02112182,0.000479977,0.004452423,0.1103947],"study_design_scores_gemma":[0.0003879092,0.001768698,0.6606187,0.0001006261,0.0006721413,0.001979808,0.0002505017,0.2857617,0.03773182,0.004701342,0.005929031,0.00009773193],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9760533,0.0007754042,0.01961188,0.0007149621,0.00007927283,0.0001232358,0.00142261,0.000208775,0.001010675],"genre_scores_gemma":[0.9800138,0.0000987054,0.01740021,0.0000645002,0.00004339123,0.00008290256,0.00195017,0.00001070222,0.0003356628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001362827,"threshold_uncertainty_score":0.006973922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09386054127647486,"score_gpt":0.4408110976917573,"score_spread":0.3469505564152824,"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."}}