{"id":"W2588872717","doi":"10.1111/ajco.12670","title":"Sunrise in melanoma management: Time to focus on melanoma burden in Asia","year":2017,"lang":"en","type":"article","venue":"Asia-Pacific Journal of Clinical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Melanoma; Focus (optics); Sunrise; Geography; Medicine; Cancer research; Meteorology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003683862,0.0004174904,0.0009946892,0.0008290653,0.001407542,0.003127239,0.001245289,0.001874438,0.01146748],"category_scores_gemma":[0.00853444,0.0002979036,0.0006346848,0.0007160587,0.0007079084,0.004713478,0.002805351,0.004925581,0.001497586],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0030924,"about_ca_system_score_gemma":0.008135795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008941774,"about_ca_topic_score_gemma":0.02388413,"domain_scores_codex":[0.9986491,0.0005408178,0.0001602159,0.0001135823,0.000293191,0.0002430641],"domain_scores_gemma":[0.9957106,0.0008447761,0.0005194704,0.0000721025,0.000971303,0.001881795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003809574,0.0004521799,0.02626925,0.003570216,0.0001147061,0.001382497,0.00218383,0.000567737,0.0006141608,0.004011732,0.2283039,0.7321489],"study_design_scores_gemma":[0.0003002718,0.001249819,0.1099857,0.03495536,0.0003450201,0.006005085,0.01884493,0.001276304,0.0009066418,0.01662482,0.8092858,0.0002202911],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.02548143,0.5354016,0.00188617,0.4003945,0.01032442,0.0001394858,0.0002651396,0.0002155262,0.02589187],"genre_scores_gemma":[0.301948,0.5611297,0.005919011,0.0969571,0.02324788,0.0003450476,0.0007794775,0.0001966288,0.009477225],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01146748,"threshold_uncertainty_score":0.03836256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04609936240638862,"score_gpt":0.3855619401874746,"score_spread":0.339462577781086,"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."}}