{"id":"W1842426","doi":"10.2427/5677","title":"Epidemiology of malignant melanoma in the province of Palermo (2003-2005)","year":2024,"lang":"en","type":"article","venue":"Italian Journal of Public Health","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Cancer Institute; National Institutes of Health; Hospital for Sick Children","keywords":"Medicine; Epidemiology; Melanoma; Dermatology; Internal medicine; Oncology; Cancer research","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.007167432,0.00009796067,0.0005395081,0.0004492624,0.00002138487,0.000006001134,0.0001719558,0.00005597689,0.0001412938],"category_scores_gemma":[0.0008336504,0.00005898827,0.0001232183,0.0004847507,0.00009100519,0.00007791856,0.00002007614,0.000305091,0.000006107156],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001687732,"about_ca_system_score_gemma":0.001539855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008392036,"about_ca_topic_score_gemma":0.0001083341,"domain_scores_codex":[0.9974303,0.0005900691,0.001209915,0.00012639,0.0002847261,0.0003585725],"domain_scores_gemma":[0.9986742,0.0002140517,0.0005095407,0.0002157232,0.0001670515,0.0002194896],"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":[0.0005434846,0.002197225,0.1306865,0.008709922,0.001100316,0.007883394,0.009286864,0.00005162961,0.0007626989,0.09449086,0.2201588,0.5241283],"study_design_scores_gemma":[0.002461115,0.009010281,0.2157855,0.002592888,0.0001314708,0.01811604,0.00769306,0.0008845325,0.0002508219,0.001418534,0.74138,0.0002757129],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6755849,0.02786399,0.009356874,0.2762104,0.002858712,0.001626261,0.00004191715,0.00004294593,0.006414061],"genre_scores_gemma":[0.9961147,0.0004331501,0.0006538827,0.001562225,0.0001745795,0.000003061115,0.000002563086,0.00001136767,0.001044473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5238526,"threshold_uncertainty_score":0.2731637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0672809363162142,"score_gpt":0.3410703422720513,"score_spread":0.2737894059558371,"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."}}