{"id":"W4234232976","doi":"10.1503/cmaj.180513","title":"Subungual melanoma","year":2018,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Melanoma; Medicine; Dermatology; Cancer research","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007640862,0.0005827647,0.0003093857,0.0006272434,0.001085925,0.0006894354,0.0003050268,0.0009266515,0.008539445],"category_scores_gemma":[0.0006932087,0.0002254909,0.00026923,0.0005016972,0.0003327914,0.0009032118,0.0003788847,0.0008975168,0.001744525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004582583,"about_ca_system_score_gemma":0.000331027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002260807,"about_ca_topic_score_gemma":0.003797213,"domain_scores_codex":[0.9998593,0.000008216624,0.000009346284,0.00003792866,0.00003595633,0.00004923092],"domain_scores_gemma":[0.9998469,0.00002616168,0.00002417648,0.00001632535,0.00001723498,0.00006912578],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005092523,0.00007608815,0.01625339,0.00004861238,0.000007804656,0.9679002,0.0001537168,0.00005117464,0.002694238,0.0004738384,0.002273994,0.01001605],"study_design_scores_gemma":[0.000007831882,0.00009416798,0.01636205,0.00004182714,0.00001007575,0.9774345,0.0002784568,0.0001130503,0.0004801626,0.0003134655,0.004856213,0.000008299361],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8330604,0.01089092,0.003322067,0.005526151,0.0008532936,0.0002113225,0.0009675748,0.0004146272,0.1447537],"genre_scores_gemma":[0.9849089,0.002656267,0.0005271348,0.001040577,0.0002982856,0.00001420732,0.0001480764,0.00002143226,0.01038501],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008539445,"threshold_uncertainty_score":0.02856725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007019697724655622,"score_gpt":0.2370721396894294,"score_spread":0.2300524419647738,"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."}}