{"id":"W4385751891","doi":"10.1093/bjd/ljad275","title":"Risk factors for subsequent primary melanoma in patients with previous melanoma: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"British Journal of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Health and Medical Research Council; Melanoma Institute Australia","keywords":"Meta-analysis; Melanoma; Medicine; Primary (astronomy); Oncology; Dermatology; MEDLINE; Internal medicine; Cancer research; Biology","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":[0.01105714,0.002587966,0.01748922,0.00620197,0.0006414478,0.003273742,0.00200928,0.002468361,0.0034751],"category_scores_gemma":[0.02733167,0.001508637,0.04456782,0.006779967,0.0005867402,0.001706688,0.001375658,0.002043906,0.0002630908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002707361,"about_ca_system_score_gemma":0.004069143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008538705,"about_ca_topic_score_gemma":0.01752741,"domain_scores_codex":[0.9929867,0.003007748,0.00200643,0.0008131528,0.0009033903,0.0002824757],"domain_scores_gemma":[0.984304,0.01121751,0.002550138,0.0004113746,0.001287778,0.000229224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"meta_analysis","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.001718874,0.00003828349,0.005291719,0.4534048,0.5253444,0.0001725222,0.00009809643,0.000577304,0.0001562171,0.0001131279,0.0006792243,0.01240552],"study_design_scores_gemma":[0.0004190528,0.0002002174,0.00492578,0.03866508,0.9537355,0.0001529232,0.00005412838,0.0002047925,0.00008224198,0.0001438733,0.00138867,0.00002775261],"study_design_candidate":"meta_analysis","study_design_consensus":"meta_analysis","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003642648,0.9951646,0.0002897622,0.0001326918,0.00008605017,0.000199812,0.0002965922,0.00001529641,0.0001725486],"genre_scores_gemma":[0.1115051,0.8842441,0.001551936,0.0005938511,0.0001974179,0.0009385886,0.0006919088,0.00001829433,0.0002588484],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01748922,"threshold_uncertainty_score":0.05847645,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03807395709005543,"score_gpt":0.2915269607715725,"score_spread":0.253453003681517,"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."}}