{"id":"W3216145966","doi":"10.1093/neuonc/noab267","title":"Low and steady wins the race: For melanoma brain metastases, is prevention better than a cure?","year":2021,"lang":"en","type":"letter","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Race (biology); Melanoma; Medicine; Internal medicine; Oncology; Cancer research; Sociology; Gender studies","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":[0.002795839,0.0005382783,0.001315126,0.0004252475,0.005460619,0.003129321,0.001374784,0.04955126,0.01033599],"category_scores_gemma":[0.01507494,0.0004149442,0.0009040672,0.0005043725,0.002578827,0.00421757,0.001450424,0.04315614,0.004222317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004534362,"about_ca_system_score_gemma":0.007260697,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01579532,"about_ca_topic_score_gemma":0.0351689,"domain_scores_codex":[0.9980568,0.0007428983,0.0001551947,0.000193136,0.0004240379,0.0004279212],"domain_scores_gemma":[0.9954129,0.00242128,0.0002544677,0.00009486544,0.0005084655,0.001308155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001264262,0.00006164858,0.001485545,0.00005986125,0.00002022896,0.002138746,0.0002494291,0.00005890184,0.0002178357,0.006042853,0.9743352,0.01520337],"study_design_scores_gemma":[0.0002475688,0.0001866071,0.002788618,0.0005311152,0.00006088421,0.005360371,0.001629806,0.0005775999,0.000266471,0.02639439,0.9618783,0.00007824624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005254832,0.0009995069,0.00003117611,0.9916958,0.003941811,0.000004792896,0.00001978732,0.000006296358,0.002775451],"genre_scores_gemma":[0.006130808,0.001336494,0.0001293114,0.9662946,0.01772456,0.00002223878,0.00001926795,0.00001572743,0.008327016],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04955126,"threshold_uncertainty_score":0.03457731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220070741561534,"score_gpt":0.3175659699784853,"score_spread":0.28536526256287,"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."}}