{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003724603,0.0001508591,0.0001867128,0.001462558,0.0002704634,0.0006080991,0.0001411554,0.0002130764,0.001330207],"category_scores_gemma":[0.0008132627,0.00008847866,0.0002611741,0.001352748,0.000169892,0.0003161489,0.0002823769,0.0002125409,0.0001698619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003465492,"about_ca_system_score_gemma":0.000214259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008850601,"about_ca_topic_score_gemma":0.008146067,"domain_scores_codex":[0.9998026,0.00003084745,0.00002201958,0.00006347172,0.00004723867,0.00003379852],"domain_scores_gemma":[0.9993968,0.00005608775,0.0003830502,0.00002705167,0.00007871737,0.00005828606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003363884,0.00000949057,0.9960866,0.00002335779,0.00002483748,0.00009762913,0.0001143571,0.00004211421,0.0001804111,0.00001267825,0.0001089428,0.003266048],"study_design_scores_gemma":[7.421721e-7,0.00001970524,0.9992956,0.000004784483,0.000006840539,0.0002221491,0.0001158132,0.00004177969,0.00001491304,0.000006671611,0.0002699678,0.000001066222],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969279,0.001606677,0.00006556656,0.00007802121,0.000004859571,0.000005136696,0.000583321,0.000007445535,0.0007209616],"genre_scores_gemma":[0.9983839,0.0007182134,0.00008765105,0.00001919811,0.00002627752,0.000005479586,0.0005830072,0.000001901167,0.0001743181],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008850601,"threshold_uncertainty_score":0.01759815,"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."}}