{"id":"W2981548941","doi":"10.5539/jmbr.v9n1p106","title":"Epidemiological Study of Cutaneous Malignant Melanoma in Shiraz, Southwest of Iran between 2011 and 2016","year":2019,"lang":"en","type":"article","venue":"Journal of Molecular Biology Research","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shiraz University; Shiraz University of Medical Sciences","keywords":"Medicine; Incidence (geometry); Melanoma; Scalp; Dermatology; Epidemiology; Dermatopathology; Nodular melanoma; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0004872474,0.0002620908,0.0002556035,0.001297561,0.0005553483,0.0003978972,0.0003079036,0.0002838801,0.001379718],"category_scores_gemma":[0.0009972821,0.0002253001,0.0003076076,0.001417636,0.0002055471,0.0004434285,0.0003215159,0.0003925167,0.000143324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005220544,"about_ca_system_score_gemma":0.0006045275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009901752,"about_ca_topic_score_gemma":0.01616333,"domain_scores_codex":[0.9995553,0.00006010864,0.00007747142,0.00008928819,0.0001360921,0.00008178501],"domain_scores_gemma":[0.9993468,0.00006317953,0.0003586396,0.00002740673,0.0001200053,0.0000840708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001246516,0.0000325886,0.9980887,0.00002712461,0.00001459467,0.0001177372,0.0002012705,0.000008790757,0.00007894768,0.00001219728,0.0001797018,0.001225835],"study_design_scores_gemma":[0.000001872541,0.00003464328,0.9983031,0.0000139639,0.00001265879,0.0004502719,0.0007873579,0.00003615741,0.00002575141,0.000007778724,0.0003245059,0.000002057951],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998212,0.0004443981,0.00004565978,0.0001296063,0.00001360645,0.00002441804,0.000558622,0.000003193354,0.0005686172],"genre_scores_gemma":[0.9987858,0.0003862571,0.00009975852,0.00006408409,0.0000216615,0.00002626354,0.0004643462,8.707551e-7,0.0001510169],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009901752,"threshold_uncertainty_score":0.01968825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07281667466351936,"score_gpt":0.3853103566404242,"score_spread":0.3124936819769049,"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."}}