{"id":"W2058832943","doi":"10.1016/j.ygyno.2014.05.023","title":"Mutations in oncogenes: Context matters","year":2014,"lang":"en","type":"letter","venue":"Gynecologic Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Neural crest; Medicine; Cervix; Context (archaeology); Vulva; Melanoma; Vagina; Population; Dermatology; Cancer; Pathology; Anatomy; Internal medicine; Cancer research; Biology; Genetics; Embryo","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":[0.002312416,0.0004712166,0.001115536,0.0007738667,0.003126405,0.003296508,0.001369078,0.03914806,0.006822187],"category_scores_gemma":[0.01533652,0.0005273449,0.0008826349,0.0006228582,0.003060539,0.004006859,0.001491358,0.02700418,0.002801762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00309758,"about_ca_system_score_gemma":0.002490246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002967399,"about_ca_topic_score_gemma":0.006710732,"domain_scores_codex":[0.9977792,0.0008266614,0.0002774457,0.0002757332,0.0004619592,0.0003788883],"domain_scores_gemma":[0.9939382,0.003613441,0.000407636,0.0001853584,0.0008194095,0.001035981],"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":[0.00009390416,0.0001265466,0.006164171,0.0001350053,0.00004459289,0.02799828,0.0004264131,0.0002648283,0.0006707602,0.01189103,0.9183831,0.03380133],"study_design_scores_gemma":[0.0002329219,0.0001906314,0.005315782,0.001412721,0.0001254595,0.06328723,0.002495639,0.001492624,0.0007882434,0.04862462,0.8759088,0.0001253847],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000933784,0.001771478,0.00009651521,0.9864396,0.006367055,0.000003817418,0.00001719155,0.00001200973,0.004358456],"genre_scores_gemma":[0.02834098,0.005361803,0.0005310882,0.8475268,0.1118786,0.00001990678,0.00003463829,0.00003233945,0.006273777],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03914806,"threshold_uncertainty_score":0.0228225,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127688191893395,"score_gpt":0.2988884994544179,"score_spread":0.267611617535484,"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."}}