{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003872459,0.0001335731,0.0001770221,0.0005582878,0.0002054078,0.0003368094,0.0001616661,0.000239897,0.002260296],"category_scores_gemma":[0.002011509,0.00008399908,0.0002516377,0.0003261176,0.0001642042,0.0002027684,0.000278948,0.0003744847,0.0001282393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001195119,"about_ca_system_score_gemma":0.000165574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007856977,"about_ca_topic_score_gemma":0.001487821,"domain_scores_codex":[0.9998245,0.00005659312,0.00001742585,0.00003502938,0.00003696874,0.00002954207],"domain_scores_gemma":[0.9986814,0.0004275957,0.0004418829,0.00009884638,0.00008849073,0.00026186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001638487,0.00002623907,0.997412,0.000007258467,0.00002806346,0.00005932361,0.00001849139,0.00007355036,0.0006886573,0.00001542429,0.00002617095,0.001480857],"study_design_scores_gemma":[0.000003215215,0.0001004763,0.9990649,0.000002161691,0.00001953042,0.0003500635,0.0000320306,0.0001568175,0.0001158279,0.00004756129,0.0001054854,0.000001853968],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990043,0.0002646614,0.00008035028,0.00001702805,0.00000250164,0.000003476083,0.0001418776,0.000004300961,0.0004814288],"genre_scores_gemma":[0.9995993,0.00005189305,0.00006291461,0.000004474218,0.000004884191,0.000002686214,0.0001497087,0.000001398265,0.0001229073],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002260296,"threshold_uncertainty_score":0.007561445,"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."}}