{"id":"W2034822895","doi":"10.1155/2010/583748","title":"From Melanocyte to Metastatic Malignant Melanoma","year":2010,"lang":"en","type":"article","venue":"Dermatology Research and Practice","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Melanocyte; Melanoma; Metastatic melanoma; Cancer research; Oncology; Pathology; Internal medicine; Dermatology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008504808,0.0001164758,0.0002560498,0.0003020005,0.0001957048,0.00007521104,0.0001086059,0.00008696762,0.0006333502],"category_scores_gemma":[0.002619281,0.00009716056,0.00002988345,0.0002879056,0.0001577648,0.0001333474,0.0001673015,0.0007295031,0.001070986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001763918,"about_ca_system_score_gemma":0.00008444938,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005528329,"about_ca_topic_score_gemma":0.0002340687,"domain_scores_codex":[0.9982696,0.0003590353,0.0002076295,0.0003618806,0.0003773603,0.0004244541],"domain_scores_gemma":[0.9969397,0.001909061,0.00004432812,0.0004052965,0.0002579726,0.0004436069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01941705,0.002238933,0.008221894,0.0004702883,0.002345829,0.06251872,0.006097308,0.000001117837,0.4825284,0.04221718,0.2662205,0.1077228],"study_design_scores_gemma":[0.0009679023,0.000508691,0.001641261,0.0000156521,0.00010361,0.02419946,0.0017042,0.00007611759,0.01129328,0.001176222,0.958188,0.0001256194],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8550649,0.0003329715,0.0004827516,0.09188171,0.0004752645,0.0008422635,0.00001461596,0.00008878342,0.05081671],"genre_scores_gemma":[0.9844334,0.0001390658,0.009029163,0.002987394,0.0001599779,0.00007471341,0.00001977014,0.00002047129,0.003136111],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6919675,"threshold_uncertainty_score":0.9997068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07039126721591665,"score_gpt":0.4057233746436012,"score_spread":0.3353321074276845,"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."}}