{"id":"W2133164395","doi":"10.1158/1078-0432.ccr-05-2049","title":"An Evaluation of Tumor Oxygenation and Gene Expression in Patients with Early Stage Non–Small Cell Lung Cancers","year":2006,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Cancer, Hypoxia, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":294,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Cancer Institute","keywords":"Osteopontin; Medicine; Lung cancer; Lung; Tumor hypoxia; Tumor progression; Pathology; Hypoxia (environmental); Immunohistochemistry; Cancer; Internal medicine; Chemistry","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":[0.002034699,0.0001008877,0.0001804133,0.00009195801,0.00005557479,0.00002065314,0.0001486234,0.000118966,0.0000281894],"category_scores_gemma":[0.00007944785,0.00008665589,0.00003380668,0.0001698385,0.0001564222,0.00001251221,0.00006713232,0.0002047879,5.287762e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008761985,"about_ca_system_score_gemma":0.0006753328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00282362,"about_ca_topic_score_gemma":0.00289688,"domain_scores_codex":[0.9979472,0.0003871593,0.0003443242,0.0004486772,0.0006028994,0.0002697548],"domain_scores_gemma":[0.9987326,0.00003167604,0.0001194746,0.0003062153,0.0007086793,0.0001013258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001266938,0.0003131011,0.7207188,0.0000648644,0.000012991,4.744537e-7,0.00007835408,0.001418413,0.2670083,0.000003060317,0.000628281,0.008486454],"study_design_scores_gemma":[0.00391784,0.0005721283,0.8582338,0.0000376113,0.00001937797,6.824194e-8,0.00003648227,0.0005707473,0.1351424,0.00001659617,0.001334599,0.0001183234],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968618,0.001925029,0.00008250513,0.00001342969,0.0001832146,0.0006666693,0.00005342075,0.000002794067,0.0002111982],"genre_scores_gemma":[0.9981756,0.0005200797,0.0003054967,0.00002499986,0.0005599024,0.0001355338,0.00009441999,0.0000200967,0.0001639043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.137515,"threshold_uncertainty_score":0.4268487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05801930884487175,"score_gpt":0.4131657608518553,"score_spread":0.3551464520069835,"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."}}