{"id":"W4387383920","doi":"10.2196/47821","title":"Rosacea and Its Association With Malignancy: Systematic Review","year":2023,"lang":"en","type":"review","venue":"JMIR Dermatology","topic":"Acne and Rosacea Treatments and Effects","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Rosacea; Medicine; Dermatology; Skin cancer; Basal cell carcinoma; Internal medicine; Breast cancer; Acne; Cancer; Oncology; Malignancy; Basal cell","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001675248,0.000392169,0.004304953,0.0001326087,0.00007582114,0.00001523637,0.0000692836,0.0004598534,0.00001819713],"category_scores_gemma":[0.0001281356,0.0002108671,0.0002455239,0.000312125,0.00001601617,0.0000402289,0.00004491352,0.0002650272,0.0006493224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001279168,"about_ca_system_score_gemma":0.0001623726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001571318,"about_ca_topic_score_gemma":0.000001966069,"domain_scores_codex":[0.9982252,0.0002712642,0.0006223887,0.0003465107,0.0002120546,0.0003226019],"domain_scores_gemma":[0.9986019,0.0002830493,0.0006338377,0.0002905971,0.00007180546,0.0001187678],"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":[0.00000254945,0.00003506049,0.00003550594,0.9896687,0.0009673085,0.0008893407,0.00001767867,2.763606e-9,1.931694e-8,0.00005639822,0.006550876,0.001776538],"study_design_scores_gemma":[0.000373229,0.00009478173,0.000005488117,0.7903107,0.01109442,0.004274084,0.000004203985,0.00000256724,3.301831e-7,0.000002559104,0.1936425,0.0001951832],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001094944,0.9933423,9.558203e-7,0.0004791381,0.00008589559,0.005660869,0.00002060059,0.000120382,0.0002788665],"genre_scores_gemma":[0.00001001085,0.9921839,0.00001000143,0.0004605397,0.00004343481,0.001841083,0.0001971806,0.00006795342,0.005185961],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.199358,"threshold_uncertainty_score":0.8598912,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03429916990238534,"score_gpt":0.3539217776340972,"score_spread":0.3196226077317119,"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."}}