{"id":"W1539990701","doi":"10.1002/cncy.20150","title":"<i>EGFR</i> gene status in cytological samples of nonsmall cell lung carcinoma","year":2011,"lang":"en","type":"review","venue":"Cancer Cytopathology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Lung cancer; Epidermal growth factor receptor; Fluorescence in situ hybridization; Cancer; Carcinoma; Oncology; Polymerase chain reaction; Cancer research; Pathology; Internal medicine; Gene; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001251838,0.000466173,0.002559621,0.0003487199,0.00003632784,0.000005332789,0.0001948338,0.0005235182,0.0004033913],"category_scores_gemma":[0.00003946382,0.0003088787,0.0004126817,0.0003493417,0.0002163782,0.00003628935,0.0001046412,0.0004530112,0.00002536201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007402814,"about_ca_system_score_gemma":0.001851015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007904632,"about_ca_topic_score_gemma":0.0001723057,"domain_scores_codex":[0.9975846,0.0001975795,0.0008413631,0.0006649037,0.0001144016,0.0005971665],"domain_scores_gemma":[0.9985578,0.0001261866,0.0004506612,0.0005566076,0.0001182226,0.0001905067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001920705,0.001010081,0.1149183,0.03146883,0.0003709354,0.002652032,0.001466465,0.000002171576,0.00008954557,0.0008736489,0.001069935,0.8458859],"study_design_scores_gemma":[0.001903993,0.0004498467,0.00939069,0.002787272,0.003937028,0.0004896114,0.00004370608,0.000001029279,0.00007955731,0.00003564178,0.9804999,0.0003817753],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002525594,0.9903728,0.00005911722,0.00002753583,0.0004629651,0.001279525,0.000661532,0.00003426142,0.004576611],"genre_scores_gemma":[0.005021622,0.9914859,0.001199778,0.0001463256,0.0001759508,0.0008158634,0.0004160052,0.00006989024,0.000668665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9794299,"threshold_uncertainty_score":0.9999363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07489019474961393,"score_gpt":0.3811306723359568,"score_spread":0.3062404775863429,"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."}}