{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002758479,0.0001141671,0.0008018298,0.0006474508,0.00002018976,0.000003501098,0.0001805811,0.0001670902,0.0001415479],"category_scores_gemma":[0.0003839083,0.00007510672,0.0001067387,0.0001877501,0.0001948986,0.00001587068,0.0001613418,0.0005489122,0.00001621339],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004114506,"about_ca_system_score_gemma":0.00007552612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002011308,"about_ca_topic_score_gemma":0.00002922807,"domain_scores_codex":[0.9975049,0.0008797811,0.0007876971,0.0002139598,0.0003263387,0.0002873487],"domain_scores_gemma":[0.9986588,0.0004153398,0.0002878815,0.000255495,0.0002522309,0.0001302272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099846,0.0004960947,0.8238983,0.00007809202,0.0002611462,0.0009847083,0.0002828466,0.000007933,0.169273,0.00009729926,0.00008525242,0.003435527],"study_design_scores_gemma":[0.0102309,0.06520163,0.8825675,0.0004885931,0.0002603598,0.004518962,0.006345666,0.00004942016,0.02667985,0.001563867,0.001794664,0.0002986082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975038,0.0006634085,0.00008413209,0.0004807457,0.00006995464,0.0005927625,0.000004115676,0.000002885624,0.0005982208],"genre_scores_gemma":[0.9992601,0.0001775375,0.0002035579,0.00002954961,0.0000438008,0.000002768641,0.000001740726,0.00001014535,0.0002708294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1425931,"threshold_uncertainty_score":0.3062763,"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."}}