{"id":"W2465255856","doi":"10.1002/pbc.26113","title":"Cutaneous malignant melanoma in children and adolescents treated in pediatric oncology units","year":2016,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pediatric Oncology Group","funders":"","keywords":"Medicine; Melanoma; Histopathology; Confidence interval; Pediatric oncology; Dermatology; Pediatrics; Spitz nevus; Retrospective cohort study; Internal medicine; Pathology; Nevus; 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":[0.0002641386,0.0002325575,0.0002155173,0.0004242267,0.000509033,0.0003533505,0.0002018248,0.0002673375,0.001326936],"category_scores_gemma":[0.001224232,0.0001543367,0.0001675279,0.0005116179,0.0002955235,0.000340977,0.000288634,0.0003774723,0.0001631248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003548091,"about_ca_system_score_gemma":0.0004463077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002190843,"about_ca_topic_score_gemma":0.003091548,"domain_scores_codex":[0.9997003,0.00007673978,0.00002662956,0.0000552991,0.00005224152,0.00008894375],"domain_scores_gemma":[0.9992543,0.0001394538,0.000376546,0.00001509958,0.000047072,0.0001675437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000358064,0.00002218811,0.993374,0.00002273238,0.00001225068,0.002856484,0.0001161838,0.00004563934,0.0003483788,0.00002048262,0.0002085698,0.002937182],"study_design_scores_gemma":[0.00001153547,0.000397558,0.9645814,0.00005369327,0.00002765575,0.03215446,0.00117049,0.0001469225,0.0003335938,0.00003899461,0.001079947,0.000003834689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985398,0.0007647622,0.00008168369,0.00005252688,0.000007033819,0.00001173993,0.00008752315,0.000004062059,0.0004508591],"genre_scores_gemma":[0.9990502,0.0005383614,0.0001276165,0.00004213506,0.00001627357,0.00001250372,0.00011187,0.000002271583,0.00009878166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002190843,"threshold_uncertainty_score":0.004439056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009342844261582266,"score_gpt":0.242636605979878,"score_spread":0.2332937617182957,"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."}}