{"id":"W3202223598","doi":"10.1159/000519193","title":"The Incidence of Cutaneous Malignant Melanoma in Eastern Newfoundland and Labrador, Canada, from 2007 to 2015","year":2021,"lang":"en","type":"article","venue":"Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. John’s Health Sciences Centre; Nexus Clinical Research (Canada); Memorial University of Newfoundland","funders":"","keywords":"Medicine; Incidence (geometry); Melanoma; Breslow Thickness; Skin cancer; Lesion; Dermatology; Cancer; Internal medicine; Surgery; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004022765,0.00008546389,0.0002424041,0.00004782806,0.0000395405,0.00001107825,0.00006404221,0.00004838618,0.00008882366],"category_scores_gemma":[0.00008292381,0.0000665708,0.00001678987,0.0001115635,0.00004097673,0.00001223001,0.00009055985,0.00008704968,0.00001642455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007767015,"about_ca_system_score_gemma":0.0002206183,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3564955,"about_ca_topic_score_gemma":0.9334325,"domain_scores_codex":[0.9991854,0.00005879322,0.0002435289,0.0001849005,0.000139796,0.0001875837],"domain_scores_gemma":[0.9993985,0.0001540629,0.00005024365,0.0002349274,0.00005747921,0.0001048281],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007026123,0.0001213578,0.8785681,0.0001443009,0.0002167897,0.05598898,0.001203128,0.00002547103,0.006061109,0.001241084,0.03574893,0.01997821],"study_design_scores_gemma":[0.00234535,0.00023812,0.286252,0.0002108704,0.0001296813,0.05998813,0.003026177,0.001837366,0.006869478,0.0004182906,0.6383162,0.0003684195],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9875507,0.00121908,0.00008243383,0.009237247,0.0003733044,0.0001676,0.000009871629,0.000009180655,0.001350538],"genre_scores_gemma":[0.9960623,0.0001138859,0.0001327328,0.001858632,0.00002816502,0.000007397014,0.000007449408,0.000007791374,0.001781662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6025673,"threshold_uncertainty_score":0.6477897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008221476035704892,"score_gpt":0.2390717104139011,"score_spread":0.2308502343781962,"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."}}