{"id":"W1903558093","doi":"10.1684/ejd.2009.0649","title":"Identification of genomic predictors of non-melanoma skin cancer in solid organ transplant recipients","year":2009,"lang":"en","type":"letter","venue":"European Journal of Dermatology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; University hospital; Identification (biology); Melanoma; Cancer; Library science; Gerontology; Family medicine; Internal medicine; Cancer research; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003307475,0.000107318,0.0001833858,0.0003532237,0.0003516447,0.0004165803,0.0001682236,0.0005826664,0.00269751],"category_scores_gemma":[0.002810944,0.00008750166,0.0001040828,0.0004869066,0.0002073194,0.0002548759,0.0001614733,0.0004616934,0.0003661214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00021807,"about_ca_system_score_gemma":0.0002456832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002722844,"about_ca_topic_score_gemma":0.004002152,"domain_scores_codex":[0.9998289,0.00005990371,0.00001608742,0.00002430571,0.00003788514,0.00003286643],"domain_scores_gemma":[0.9988663,0.0005752218,0.0002053543,0.0000562061,0.0001145592,0.000182318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002385391,0.00004843707,0.9785324,0.00001905461,0.00001469656,0.003129066,0.00012733,0.00005040695,0.0009309324,0.0001207189,0.005174308,0.01161415],"study_design_scores_gemma":[0.00003641922,0.000186915,0.9842244,0.00003276353,0.00003341741,0.01016395,0.0006290657,0.0003196042,0.0004156802,0.0003275286,0.00362252,0.000007640277],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9765168,0.00181254,0.0001111096,0.01338108,0.0001571703,0.00001136119,0.0002566642,0.00001427989,0.007738988],"genre_scores_gemma":[0.9947432,0.0008542303,0.0001091135,0.002483663,0.0003378459,0.000009451594,0.0001228475,0.000003504138,0.001336216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002722844,"threshold_uncertainty_score":0.009024024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01013896847298664,"score_gpt":0.2604342959764626,"score_spread":0.250295327503476,"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."}}