{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000375802,0.0001230992,0.0002077745,0.0007722658,0.0002479297,0.0005059991,0.0001759166,0.0002485723,0.0005539157],"category_scores_gemma":[0.001790062,0.0001232921,0.0003102562,0.001145625,0.0001453255,0.000348573,0.000364551,0.0003493961,0.00008978416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007957299,"about_ca_system_score_gemma":0.0004437947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01367054,"about_ca_topic_score_gemma":0.01962655,"domain_scores_codex":[0.9996688,0.0001045502,0.00004195599,0.00004254231,0.0000983534,0.00004376506],"domain_scores_gemma":[0.9990094,0.00009909039,0.0006867868,0.00002979751,0.0000757111,0.00009920471],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005165647,0.00004404428,0.997678,0.000005272956,0.00004343258,0.0000872337,0.00003616973,0.00007289191,0.00007062805,0.00002512175,0.0002996945,0.001585908],"study_design_scores_gemma":[0.000004585699,0.0000541987,0.9992101,0.000005610234,0.00001460541,0.0001792709,0.00008031006,0.0002278871,0.00001930212,0.00001499097,0.0001868833,0.000002199464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990677,0.000180904,0.00002140301,0.0001174846,0.000002557139,0.000005685052,0.0003509976,0.000001026392,0.0002522852],"genre_scores_gemma":[0.9989843,0.0002427081,0.00005721979,0.00007333789,0.00002003582,0.00001072342,0.0005461107,7.189039e-7,0.00006495995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01367054,"threshold_uncertainty_score":0.02718192,"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."}}