{"id":"W3119361724","doi":"10.3390/curroncol28010045","title":"A Contemporary Report of Clinical Outcomes in Patients with Melanoma Brain Metastases","year":2021,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Hazard ratio; Melanoma; Proportional hazards model; Internal medicine; Oncology; Retrospective cohort study; Brain metastasis; Medical record; Radiation therapy; Cancer; Metastasis; Confidence interval","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006730901,0.0001480725,0.001080343,0.00008669413,0.00001410313,0.000002898883,0.00004732086,0.0000798169,0.0001486191],"category_scores_gemma":[0.0009792858,0.0000985898,0.0001969274,0.0001724861,0.0001264434,0.00003836714,0.00006088548,0.0002191553,0.000007334161],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006181648,"about_ca_system_score_gemma":0.0008423143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003071087,"about_ca_topic_score_gemma":0.00004909882,"domain_scores_codex":[0.99791,0.0004044902,0.0009222037,0.0003499774,0.0002356658,0.0001776955],"domain_scores_gemma":[0.9983063,0.0006104721,0.0003535405,0.0003820199,0.0002141388,0.0001335645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005529096,0.007020057,0.9534733,0.00005945753,0.0003633728,0.002937995,0.00004581104,3.584256e-7,0.000001254244,0.0000862026,0.005808469,0.02965087],"study_design_scores_gemma":[0.01185825,0.002443447,0.8870696,0.00007976581,0.0001736784,0.0001129564,0.00008231033,0.000002567514,0.00004907728,0.00003263617,0.09801389,0.00008178497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994409,0.0009819149,0.00004460312,0.002131481,0.0005682388,0.0004415726,0.0000765165,0.00001441966,0.00133221],"genre_scores_gemma":[0.9967815,0.00002254942,0.001946162,0.000321433,0.00004583641,0.00003251118,0.0006023872,0.00001384087,0.0002338065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09220541,"threshold_uncertainty_score":0.4020375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1752085114076214,"score_gpt":0.4649841716538141,"score_spread":0.2897756602461926,"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."}}