{"id":"W2325642881","doi":"10.1016/j.lungcan.2016.04.004","title":"EGFR mutation status on brain metastases from non-small cell lung cancer","year":2016,"lang":"en","type":"article","venue":"Lung Cancer","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine; Oncology; Internal medicine; Lung cancer; Incidence (geometry); Clinical endpoint; Brain metastasis; Cumulative incidence; Epidermal growth factor receptor; Multivariate analysis; Population; Cancer; Metastasis; Cohort; Clinical trial","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":[0.0002652849,0.0002087137,0.0003372139,0.0004698869,0.0001882666,0.000337582,0.0002546485,0.0004558514,0.003770368],"category_scores_gemma":[0.001390149,0.00008650872,0.0006398113,0.0004964624,0.0001865846,0.0005550816,0.0002419789,0.0003976591,0.0003444646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004224467,"about_ca_system_score_gemma":0.0002532061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007762188,"about_ca_topic_score_gemma":0.01619988,"domain_scores_codex":[0.9997999,0.00004268033,0.00001841817,0.00003062593,0.00004197238,0.00006641327],"domain_scores_gemma":[0.9995314,0.0001541438,0.0001196828,0.0000213087,0.00007309909,0.0001005096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007746045,0.0001577604,0.9579144,0.0001074514,0.0004181472,0.001375948,0.0001136983,0.0004671358,0.004092027,0.0001305176,0.0008804994,0.02659618],"study_design_scores_gemma":[0.00001790218,0.000403222,0.9977088,0.0000132131,0.0001335355,0.0005391975,0.00009328269,0.0002005044,0.0002821865,0.00008012824,0.0005214576,0.000006637656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964715,0.0008696007,0.00003125627,0.00007661012,0.00001375656,0.000004450318,0.0005401727,0.000003157283,0.001989505],"genre_scores_gemma":[0.998591,0.0002573571,0.00001254375,0.00002656966,0.00001793779,0.000002228003,0.0004542606,0.000002047274,0.0006360879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007762188,"threshold_uncertainty_score":0.01543403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01181941927727326,"score_gpt":0.3313313429954913,"score_spread":0.319511923718218,"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."}}