{"id":"W2543692165","doi":"10.1016/j.jval.2016.09.2115","title":"A Systematic Review On The Epidemiology of NRAS-Mutant Melanoma in Europe and Australia","year":2016,"lang":"en","type":"review","venue":"Value in Health","topic":"Neuroblastoma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"","keywords":"Neuroblastoma RAS viral oncogene homolog; Melanoma; Medicine; Incidence (geometry); Epidemiology; Oncology; Stage (stratigraphy); Dermatology; Internal medicine; Disease; Cancer; Cancer research; Biology; Colorectal cancer","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":[0.004320668,0.000965227,0.005548878,0.008281793,0.0003906011,0.0017426,0.0009977097,0.001306613,0.00260678],"category_scores_gemma":[0.0212507,0.0007209242,0.007511011,0.01054409,0.0005266608,0.001475464,0.00145239,0.0009724072,0.0001511138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002540135,"about_ca_system_score_gemma":0.00938553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01980498,"about_ca_topic_score_gemma":0.05844265,"domain_scores_codex":[0.9951628,0.001333732,0.002207085,0.0004401743,0.0006843443,0.0001718118],"domain_scores_gemma":[0.988382,0.007270454,0.002900096,0.0001592168,0.001105739,0.0001823898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0003621815,0.00002384367,0.006006083,0.9031074,0.03056982,0.0002295738,0.0002580793,0.000213991,0.0002203948,0.0003305525,0.002448903,0.05622907],"study_design_scores_gemma":[0.0002981733,0.0002629499,0.03239684,0.7265943,0.2035649,0.001011541,0.0005125055,0.0001012522,0.0001822775,0.0005241056,0.03447863,0.00007244396],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001201258,0.9980282,0.00004859313,0.0001589399,0.00006157897,0.00004322832,0.0003211042,0.000001632909,0.0001354635],"genre_scores_gemma":[0.01329536,0.9858428,0.0002250699,0.0002961873,0.00004785804,0.0000603826,0.0001597801,0.000001365011,0.00007125817],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01980498,"threshold_uncertainty_score":0.03937942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2677690281873952,"score_gpt":0.468786314504494,"score_spread":0.2010172863170989,"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."}}