{"id":"W2334498275","doi":"10.1097/cmr.0000000000000097","title":"Economic burden of brain metastases among patients with metastatic melanoma in a USA managed care population","year":2014,"lang":"en","type":"article","venue":"Melanoma Research","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Group for Research in Decision Analysis","funders":"","keywords":"Medicine; Brain metastasis; Melanoma; Internal medicine; Retrospective cohort study; Metastasis; Cancer; Health care; Population; Disease; Malignancy; Ambulatory care; Oncology; Emergency medicine","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":[0.001328062,0.0002123278,0.0005884439,0.000676169,0.00009374358,0.00003338525,0.0001615188,0.00005691098,0.000473957],"category_scores_gemma":[0.0002256583,0.0001573559,0.0000984736,0.000370732,0.0001587545,0.0001370926,0.00009147532,0.0002751935,0.00009567363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003582362,"about_ca_system_score_gemma":0.00009634608,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009214743,"about_ca_topic_score_gemma":0.004136872,"domain_scores_codex":[0.9970952,0.0008306902,0.0004443194,0.0004532161,0.0006791297,0.0004974161],"domain_scores_gemma":[0.9984202,0.0005272711,0.0001244538,0.0005670696,0.0001795738,0.0001813868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005893062,0.0002544682,0.980579,0.0003049522,0.0002387655,0.00007830187,0.000618048,0.0002913672,0.00002834284,0.0007302391,0.0002191054,0.01606817],"study_design_scores_gemma":[0.006198461,0.002113213,0.9883893,0.0001797788,0.000125697,0.000006328696,0.0008974255,0.0006501391,0.0003929102,0.0001424451,0.0007506882,0.0001536453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963237,0.0001736993,0.00004527177,0.0003115595,0.00003717825,0.001221069,0.00008880817,0.00001152728,0.001787194],"genre_scores_gemma":[0.9969863,0.000006389502,0.001854242,0.00002180186,0.00005090025,0.0001130347,0.0004966483,0.00003889109,0.0004317547],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01591453,"threshold_uncertainty_score":0.997383,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02781820788265578,"score_gpt":0.3241089623847324,"score_spread":0.2962907545020766,"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."}}