{"id":"W2097856118","doi":"10.1158/1055-9965.epi-05-0097","title":"Etiologic and Other Factors Predicting Nevus-Associated Cutaneous Malignant Melanoma","year":2005,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency; Lunenfeld-Tanenbaum Research Institute; Health Sciences Centre; Mount Sinai Hospital; Sunnybrook Health Science Centre; Cancer Care Ontario","funders":"National Cancer Institute; University of Sydney; Purdue University","keywords":"Melanoma; Medicine; Lentigo maligna melanoma; Sunburn; Dermatology; Nevus; Odds ratio; Superficial spreading melanoma; Confidence interval; Lentigo; Trunk; Melanocytic nevus; Pathology; Internal medicine; Biology; Cancer research","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009470115,0.0002635382,0.0005602303,0.0001709577,0.0001707551,0.000009261154,0.00008039024,0.0003215691,0.0006158962],"category_scores_gemma":[0.0005532177,0.0002162527,0.0001869167,0.000148857,0.0001711132,0.00006223011,0.00006800513,0.0002146463,0.00003082144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000356256,"about_ca_system_score_gemma":0.00004895407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00030084,"about_ca_topic_score_gemma":0.0005566999,"domain_scores_codex":[0.9977403,0.0004963581,0.0006275146,0.000551559,0.0001064563,0.0004777726],"domain_scores_gemma":[0.9987659,0.0003571716,0.0003870338,0.000247443,0.00005302867,0.0001893921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004500157,0.000163155,0.9282539,0.00007047487,0.001089191,0.00003844302,0.0001989575,0.00004820909,0.002971597,0.0002566067,0.00503565,0.06142378],"study_design_scores_gemma":[0.003873696,0.002034815,0.8365156,0.0008175583,0.001379897,0.001190881,0.0009017388,0.007970612,0.001372792,0.002502387,0.1405866,0.0008534035],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9881677,0.00382874,0.0007554081,0.003913045,0.0006334874,0.0007798583,0.0000197045,0.0002711634,0.00163091],"genre_scores_gemma":[0.992237,0.0006533556,0.0008900199,0.001964192,0.0002482269,0.00009045597,0.00006114627,0.00003259753,0.003823036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1355509,"threshold_uncertainty_score":0.8818528,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05325124761324484,"score_gpt":0.3351575764190949,"score_spread":0.28190632880585,"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."}}