{"id":"W3087533766","doi":"10.1016/j.humpath.2020.09.002","title":"Lack of distinct molecular profile of Primary Dermal Melanoma","year":2020,"lang":"en","type":"article","venue":"Human Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital","funders":"National Cancer Institute; American Skin Association","keywords":"GNAQ; Neuroblastoma RAS viral oncogene homolog; Melanoma; Cancer research; Biology; Mutation testing; Mutation; Pathology; Medicine; Genetics; Gene; KRAS","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":[0.0002666365,0.0001601214,0.0001691478,0.001147151,0.0002447076,0.0006083194,0.0001802183,0.000218644,0.005162821],"category_scores_gemma":[0.0006123299,0.0001155777,0.0001953671,0.0003907093,0.0001881491,0.0002803633,0.0002734197,0.0002508125,0.0009289012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001800035,"about_ca_system_score_gemma":0.0001710908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003724459,"about_ca_topic_score_gemma":0.0003739735,"domain_scores_codex":[0.9997543,0.00003814802,0.00002221552,0.00006417076,0.00007222767,0.0000490573],"domain_scores_gemma":[0.9995509,0.0001144005,0.00009327968,0.00006659649,0.0001099209,0.00006498236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0006716044,0.0001342947,0.2478283,0.0002544354,0.00007176262,0.001938056,0.0002613368,0.0001964505,0.6947187,0.001249972,0.0007703908,0.05190456],"study_design_scores_gemma":[0.00001303069,0.0004462469,0.901442,0.00004889467,0.0001005853,0.017348,0.0006499393,0.0007407881,0.06734,0.0009556456,0.01090283,0.0000120579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981153,0.002639282,0.002293947,0.0001916698,0.00003792275,0.00004318845,0.0005939916,0.0000843247,0.01296276],"genre_scores_gemma":[0.995812,0.0008034802,0.0009786235,0.00007048539,0.0000270561,0.0000203106,0.0004853525,0.00001604168,0.001786694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005162821,"threshold_uncertainty_score":0.0172714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04099182890310057,"score_gpt":0.2825773268273177,"score_spread":0.2415854979242171,"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."}}