{"id":"W2891578028","doi":"10.1200/jco.2016.34.15_suppl.e20640","title":"Effect of molecular profile in non-small cell lung carcinoma on the development of brain metastases.","year":2016,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto Western Hospital; Princess Margaret Cancer Centre; Centre Integre de Sante et de Services Sociaux de Laval","funders":"","keywords":"Medicine; Internal medicine; Lung cancer; Oncology; KRAS; Univariate analysis; Adenocarcinoma; Histology; Stage (stratigraphy); Performance status; Gastroenterology; Cancer; Multivariate analysis","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":[0.0008733216,0.0001909877,0.0002867048,0.0002552699,0.0001388393,0.0003791649,0.0001926751,0.0003180629,0.002700666],"category_scores_gemma":[0.002106515,0.00008641373,0.0005263865,0.000341082,0.0001489417,0.0003274251,0.0002417781,0.0003613149,0.0002853889],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799722,"about_ca_system_score_gemma":0.0002151518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004502823,"about_ca_topic_score_gemma":0.0009851618,"domain_scores_codex":[0.9996442,0.0001393598,0.00002951827,0.0000503088,0.00007826707,0.00005832217],"domain_scores_gemma":[0.9984851,0.0007286252,0.0003876946,0.00005726226,0.00007921047,0.0002621911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01409718,0.0002702106,0.9584738,0.00007486009,0.0003009881,0.0003402569,0.00002624961,0.0003881929,0.003413784,0.00003729203,0.0002803071,0.02229683],"study_design_scores_gemma":[0.0000897857,0.004250763,0.9928692,0.000011267,0.0002360013,0.0005556159,0.00004061365,0.0006970689,0.0007744911,0.00004333546,0.0004278823,0.000004038945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980127,0.0008872288,0.00005658109,0.000053572,0.000009423053,0.00001150305,0.000152921,0.000004159888,0.0008120387],"genre_scores_gemma":[0.999419,0.0001376765,0.00003879088,0.00001729861,0.000008992118,0.000004796876,0.0001486886,0.000001453896,0.0002233718],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002700666,"threshold_uncertainty_score":0.009034574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04085546704490309,"score_gpt":0.4418191791213141,"score_spread":0.400963712076411,"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."}}