{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003338957,0.0002641423,0.001513775,0.0008346487,0.00009290552,0.00005591576,0.0005819621,0.0003804314,0.0008705403],"category_scores_gemma":[0.001328737,0.0002223576,0.0003861109,0.0002131558,0.0001547632,0.0001251658,0.0002097698,0.001116509,0.001395305],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000394638,"about_ca_system_score_gemma":0.0002240033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006222988,"about_ca_topic_score_gemma":0.0002565883,"domain_scores_codex":[0.9959438,0.0003515776,0.002262152,0.0004464709,0.0004995633,0.0004964497],"domain_scores_gemma":[0.9968489,0.0005441607,0.001172589,0.0007928032,0.0001302957,0.0005112491],"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":[0.01215879,0.002420017,0.03977401,0.00005737582,0.0005506158,0.03798725,0.0003436942,0.00005634378,0.0002081267,0.001484441,0.0217337,0.8832256],"study_design_scores_gemma":[0.01254139,0.0134608,0.3374952,0.0004147583,0.0002285386,0.00157319,0.00104954,0.0001181905,0.0001046611,0.001143537,0.6315665,0.0003036739],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4379112,0.00007383276,0.0000409271,0.03510598,0.001409823,0.00074778,0.0000026198,0.00002081004,0.5246871],"genre_scores_gemma":[0.9790389,0.0002291031,0.001094496,0.0005350282,0.0008616511,0.00001561378,0.000001747848,0.00003509384,0.01818837],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8829219,"threshold_uncertainty_score":0.9993822,"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."}}