{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004739842,0.0002376437,0.0002439493,0.0009468569,0.0003673077,0.0004413772,0.0002989977,0.0003990048,0.003583594],"category_scores_gemma":[0.00267196,0.0002361626,0.0004475304,0.0006915211,0.0003019912,0.0002502309,0.0004064022,0.000423428,0.0003395969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001569686,"about_ca_system_score_gemma":0.0002861758,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002259462,"about_ca_topic_score_gemma":0.004128511,"domain_scores_codex":[0.9994917,0.0001694514,0.00006219954,0.00007467976,0.0001345053,0.00006746664],"domain_scores_gemma":[0.997902,0.0004995685,0.0009920251,0.0001592193,0.000149849,0.0002973329],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002729246,0.00001497595,0.9991581,0.000004527192,0.00001286499,0.0001355041,0.00001024347,0.00001644212,0.0001971562,0.000009285733,0.00002098659,0.0003926913],"study_design_scores_gemma":[0.000002759318,0.00003843916,0.9984825,0.000005739696,0.000016743,0.001061784,0.00006031536,0.0001405803,0.00007189604,0.00002486794,0.00009276326,0.000001584377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997997,0.0005702862,0.0001270492,0.00004072141,0.000008888544,0.000009819672,0.0001294366,0.000006006448,0.001110673],"genre_scores_gemma":[0.9995079,0.000132596,0.0001019281,0.000007923692,0.00001504438,0.000002947547,0.00009135918,0.00000242877,0.0001380272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003583594,"threshold_uncertainty_score":0.01198828,"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."}}