{"id":"W2016112560","doi":"10.3111/13696998.2014.1003644","title":"Brain metastases in patients with ALK+ non-small cell lung cancer: clinical symptoms, treatment patterns and economic burden","year":2015,"lang":"en","type":"article","venue":"Journal of Medical Economics","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Crizotinib; Medicine; Lung cancer; Anaplastic lymphoma kinase; Internal medicine; Medical diagnosis; Oncology; ALK inhibitor; Brain metastasis; Ceritinib; Cancer; Metastasis; Radiology","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":[0.0005298746,0.0001613972,0.000616795,0.0001191054,0.00002066064,0.00002558808,0.00009926304,0.000115262,0.000106885],"category_scores_gemma":[0.00004730593,0.0001076637,0.00009783995,0.00002518551,0.00006275607,0.0001148414,0.00003044075,0.0002127551,0.000003749085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008806575,"about_ca_system_score_gemma":0.001890419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001212416,"about_ca_topic_score_gemma":0.001137362,"domain_scores_codex":[0.9986656,0.00005253018,0.0007442645,0.0001914816,0.0001552372,0.0001908505],"domain_scores_gemma":[0.9985475,0.0001670647,0.0003822611,0.0001351686,0.00006280092,0.000705198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003998786,0.0004555381,0.9668574,0.0000278635,0.0005515439,0.00007463369,0.0004346624,0.0003192996,7.785035e-8,0.00001339,0.001305964,0.02955973],"study_design_scores_gemma":[0.072584,0.006961822,0.8871367,0.0006170149,0.001717357,0.0001222985,0.0007531381,0.004795046,0.00002683712,0.0000364246,0.02492338,0.0003259894],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992826,0.000574865,0.00005125031,0.005574908,0.0004022135,0.0002965828,0.0000655646,0.00000387099,0.000204767],"genre_scores_gemma":[0.9959272,0.002177256,0.0003932152,0.0007776463,0.000551875,0.00001383244,0.0000276493,0.00002346708,0.0001078961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07972073,"threshold_uncertainty_score":0.4390396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814210425179501,"score_gpt":0.3340671243455227,"score_spread":0.3159250200937276,"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."}}