{"id":"W2315070226","doi":"10.1245/s10434-016-5212-5","title":"Critical Assessment of Clinical Prognostic Tools in Melanoma","year":2016,"lang":"en","type":"review","venue":"Annals of Surgical Oncology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"National Cancer Institute","keywords":"Medicine; Generalizability theory; Melanoma; Surgical oncology; Medical physics; Oncology; Internal medicine; Statistics","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":[0.005537005,0.0009246437,0.002889766,0.003565788,0.000347673,0.002579656,0.001586962,0.001516223,0.002359977],"category_scores_gemma":[0.01394888,0.0005173072,0.001521395,0.00293516,0.001056469,0.002676561,0.00117592,0.002712653,0.0005551859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001293218,"about_ca_system_score_gemma":0.003290076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002000671,"about_ca_topic_score_gemma":0.003767461,"domain_scores_codex":[0.9983222,0.0005379389,0.0004505478,0.0001971235,0.0004244267,0.00006776625],"domain_scores_gemma":[0.9889156,0.0082067,0.001060232,0.0001612631,0.001500158,0.0001559832],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000150028,0.00004636536,0.00151345,0.04444576,0.0005834506,0.0001379603,0.0001090221,0.0002646917,0.000238636,0.00284022,0.0227101,0.9269603],"study_design_scores_gemma":[0.0002209875,0.0003696173,0.008532511,0.1157979,0.004414098,0.002132403,0.0004689521,0.0007706022,0.000568243,0.008031939,0.8585478,0.0001449126],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005347142,0.9991674,0.00006509796,0.000395771,0.0001444781,0.000003179374,0.00001217568,0.000001947635,0.00015642],"genre_scores_gemma":[0.001596439,0.9968827,0.0002783232,0.0006538666,0.0004676431,0.000007680992,0.00003093371,0.000001283557,0.00008110396],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005537005,"threshold_uncertainty_score":0.02928281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3003634760472199,"score_gpt":0.5543623374840746,"score_spread":0.2539988614368547,"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."}}