{"id":"W2122025027","doi":"10.1016/s0140-6736(04)15649-3","title":"Is there more than one road to melanoma?","year":2004,"lang":"en","type":"review","venue":"The Lancet","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":128,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver General Hospital; BC Cancer Agency","funders":"","keywords":"Melanoma; Sun exposure; Skin cancer; Medicine; Ultraviolet radiation; Sunlight; Dermatology; Malignant transformation; Phenotype; Cancer research; Cancer; Gene; Biology; Genetics; Internal medicine","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":[0.001429912,0.001033137,0.002203748,0.002504605,0.0003952929,0.001757242,0.0008303734,0.002465491,0.007256647],"category_scores_gemma":[0.002965831,0.00042896,0.0007322284,0.003358527,0.0007604655,0.002273136,0.0008528628,0.002749052,0.002324114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001927508,"about_ca_system_score_gemma":0.002980836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004981913,"about_ca_topic_score_gemma":0.01458248,"domain_scores_codex":[0.9994666,0.0001318005,0.00007185662,0.00006624377,0.0002091944,0.00005428809],"domain_scores_gemma":[0.9985921,0.0007184104,0.0002970016,0.00002819974,0.0002700867,0.00009423107],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001640021,0.00003537268,0.000199296,0.03521369,0.0001928608,0.0001963595,0.00006612541,0.0001743707,0.0004456314,0.003099036,0.1451274,0.8150858],"study_design_scores_gemma":[0.00008615291,0.00007404963,0.0007905263,0.02272997,0.0003512547,0.0007609696,0.0001308623,0.00003550922,0.00009510872,0.00177866,0.9731526,0.00001435145],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002221332,0.9971103,0.00002321679,0.00134852,0.0008269685,0.00000205272,0.00000936312,0.00000341316,0.0006539941],"genre_scores_gemma":[0.0004286969,0.9967631,0.00008389952,0.001415903,0.0005835161,0.000004847919,0.00001077264,0.000001284553,0.0007078789],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007256647,"threshold_uncertainty_score":0.02427596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07766330751628162,"score_gpt":0.3433641352480885,"score_spread":0.2657008277318069,"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."}}