{"id":"W4389118705","doi":"10.1016/j.jaad.2023.10.067","title":"Risk factors and outcomes of melanoma in children and adolescents: A retrospective multicenter study","year":2023,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Retrospective cohort study; Melanoma; Sentinel lymph node; Pediatrics; Referral; Mucosal melanoma; Cohort study; Surgery; Internal medicine; Cancer; Family medicine; Breast cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006422997,0.0004634596,0.0006944957,0.001109541,0.0007153381,0.000887363,0.0005054577,0.000640057,0.001240679],"category_scores_gemma":[0.001821886,0.0005384722,0.0007415254,0.00186112,0.0005035186,0.0009195944,0.0006242944,0.0008879115,0.0002185509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007229011,"about_ca_system_score_gemma":0.0007838043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005877641,"about_ca_topic_score_gemma":0.004677609,"domain_scores_codex":[0.9992965,0.0001602763,0.0000833087,0.0002065983,0.00009652233,0.0001568324],"domain_scores_gemma":[0.9980028,0.0002556912,0.001002919,0.0001425293,0.0001831603,0.0004128031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006493668,0.00003414566,0.9994154,0.000003987144,0.00002935878,0.0000972479,0.00004182564,0.000009676881,0.00005580713,0.000009290487,0.00003323858,0.0002050776],"study_design_scores_gemma":[0.00001490793,0.000176542,0.9979723,0.000008764788,0.0000552041,0.0008778655,0.0006022202,0.00007243015,0.00004486474,0.00001413647,0.0001560976,0.000004723832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993893,0.0001755428,0.00003282843,0.00001611977,0.000003463987,0.000007402155,0.0002234828,0.000001423008,0.0001505189],"genre_scores_gemma":[0.9994186,0.000140975,0.0000527513,0.00002030773,0.00001106138,0.00001296868,0.0002905797,0.000002220665,0.00005050639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005877641,"threshold_uncertainty_score":0.01168686,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008519171030876611,"score_gpt":0.2849518312130803,"score_spread":0.2764326601822037,"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."}}