{"id":"W2418724517","doi":"10.1002/ijc.30157","title":"Nevus count associations with pigmentary phenotype, histopathological melanoma characteristics and survival from melanoma","year":2016,"lang":"en","type":"article","venue":"International Journal of Cancer","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cancer Care Ontario; Canadian Centre for Applied Research in Cancer Control; BC Cancer Agency; Women's College Hospital","funders":"National Institute of Environmental Health Sciences; National Cancer Institute","keywords":"Medicine; Melanoma; Nevus; Dermatology; Lentigo; Melanocytic nevus; Lentigo maligna; Quartile; Pathology; Sunburn; Internal medicine; 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":[0.0001241449,0.00009723879,0.0002249718,0.00009573474,0.00003122278,0.00002702476,0.00009728071,0.00004373116,0.000808368],"category_scores_gemma":[0.0000577856,0.00005775534,0.00005438035,0.00003370522,0.00005397834,0.00008815832,0.00003359332,0.0001083412,0.000009328493],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004420984,"about_ca_system_score_gemma":0.00009171705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001173043,"about_ca_topic_score_gemma":0.0001198119,"domain_scores_codex":[0.9989604,0.0000290315,0.0003006601,0.0001197724,0.0004922844,0.00009779784],"domain_scores_gemma":[0.9990321,0.00009480037,0.0003207181,0.00007137947,0.0003848361,0.00009621241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003542615,0.0003258719,0.8114681,0.000009628441,0.001903504,0.002509896,0.0003032662,0.000003517441,0.02394084,0.0009977851,0.003428774,0.1515662],"study_design_scores_gemma":[0.00318118,0.000483275,0.9224285,0.0001629124,0.0002683544,0.0004500212,0.00006316658,0.00001514128,0.0005305072,0.0002507057,0.07205151,0.0001147672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869865,0.0003576731,0.001803188,0.007713352,0.001742161,0.00008538955,0.0001557178,0.00001530671,0.001140721],"genre_scores_gemma":[0.9963513,0.0005287182,0.0004242629,0.0008278496,0.0009790119,0.000004932471,0.00001117477,0.00001154639,0.0008612127],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1514514,"threshold_uncertainty_score":0.8851063,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01449436937068155,"score_gpt":0.2720302735432508,"score_spread":0.2575359041725692,"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."}}