{"id":"W4220964539","doi":"10.3390/curroncol29030175","title":"Cutaneous Melanoma in Alpine Population: Incidence Trends and Clinicopathological Profile","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fondazione Cassa di Risparmio di Padova e Rovigo","keywords":"Incidence (geometry); Demography; Medicine; Epidemiology; Population; Residence; Cohort; Geography; Pathology; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002736018,0.0001136117,0.0003211729,0.000283698,0.000108592,0.000006645872,0.00007086487,0.0000582309,0.002104949],"category_scores_gemma":[0.00008428298,0.0001065394,0.00004870018,0.0003223738,0.00005481409,0.00002236927,0.0002446051,0.0004186101,0.00001954949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003307464,"about_ca_system_score_gemma":0.00004135212,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000221621,"about_ca_topic_score_gemma":0.00006607099,"domain_scores_codex":[0.9987847,0.0001813723,0.0003421244,0.0002946364,0.0001849062,0.0002123267],"domain_scores_gemma":[0.9995416,0.00007608251,0.0001010163,0.000168222,0.0000181167,0.00009491431],"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":[0.0005520508,0.0007802573,0.311396,0.00004163119,0.000006691624,0.001998947,0.0003055215,0.0000213342,0.0001209161,0.000469669,0.002586614,0.6817204],"study_design_scores_gemma":[0.002308793,0.00470466,0.473547,0.00002241754,0.00006596268,0.01591988,0.0004985093,0.002060933,0.00001145253,0.0002415053,0.5004176,0.000201214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898745,0.0008113428,0.0000240794,0.00207927,0.001269205,0.0003413958,0.000009651266,0.00008113316,0.005509426],"genre_scores_gemma":[0.9975636,0.0001260095,0.0001952569,0.0003214512,0.0001429073,0.0001552015,0.00007718486,0.000009916752,0.001408465],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6815192,"threshold_uncertainty_score":0.9988073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07375615875960966,"score_gpt":0.3905187046149948,"score_spread":0.3167625458553852,"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."}}