{"id":"W4402105023","doi":"10.1016/j.jaad.2024.07.1239","title":"54567 Skin Cancer Among People with Intellectual Disabilities: a Scoping Review and Recommendations for More Effective Detection and Prevention","year":2024,"lang":"en","type":"review","venue":"Journal of the American Academy of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Columbia College","funders":"","keywords":"Medicine; Skin cancer; Cancer; Family medicine; Gerontology; Internal medicine","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":[0.006686634,0.001385276,0.005655228,0.009912799,0.0006305525,0.002991833,0.001479915,0.002417399,0.007679602],"category_scores_gemma":[0.0136925,0.0009943272,0.005117338,0.007696867,0.0006514557,0.002250097,0.001905918,0.001747523,0.0007681495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003000595,"about_ca_system_score_gemma":0.01115682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02032345,"about_ca_topic_score_gemma":0.05156892,"domain_scores_codex":[0.9972796,0.0007244269,0.001048632,0.0002122769,0.0005969288,0.0001380595],"domain_scores_gemma":[0.9918767,0.004633356,0.002014003,0.0001026663,0.001192839,0.0001804362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001497044,0.00005350304,0.0006298251,0.7165129,0.003390089,0.000131504,0.0002098286,0.0001747696,0.0003339094,0.0006085411,0.01219991,0.2656055],"study_design_scores_gemma":[0.0001172246,0.00009987815,0.002025674,0.8944761,0.01693377,0.0002614544,0.0002619111,0.00008413392,0.000133304,0.000407505,0.08516722,0.00003185382],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008852187,0.9990194,0.00004697843,0.0003370497,0.0001448729,0.00005769684,0.00009469327,0.000003933241,0.0002069106],"genre_scores_gemma":[0.000769875,0.9984225,0.0002270773,0.0003241914,0.00004014579,0.00004940428,0.00005520952,0.00000116406,0.000110386],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02032345,"threshold_uncertainty_score":0.04041034,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02767430527196285,"score_gpt":0.3923719759012265,"score_spread":0.3646976706292637,"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."}}