{"id":"W4234298357","doi":"10.22214/ijraset.2019.4507","title":"Survey on Skin Disease Detection using Convolutional Neural Network","year":2019,"lang":"en","type":"article","venue":"International Journal for Research in Applied Science and Engineering Technology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon College and Seminary","funders":"","keywords":"Convolutional neural network; Computer science; Artificial intelligence; Pattern recognition (psychology)","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":[0.001832175,0.00006640831,0.00009442183,0.001330577,0.0001321116,0.00007201882,0.0002085609,0.00004728243,0.00001047051],"category_scores_gemma":[0.0003071983,0.00006154022,0.00002040676,0.0007260258,0.0001463301,0.00005240653,0.0001044521,0.0004252449,0.000007331214],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000453753,"about_ca_system_score_gemma":0.0001228792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000014159,"about_ca_topic_score_gemma":0.000008432258,"domain_scores_codex":[0.9986427,0.000009777062,0.0001500826,0.0002124957,0.0006505315,0.000334442],"domain_scores_gemma":[0.9993425,0.00009759426,0.00002851019,0.00009815342,0.0003150575,0.0001181863],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.005732253,0.0004217463,0.04862421,0.0001318739,0.0001948937,0.000447553,0.00008315779,0.2890624,0.3772247,0.05785308,0.0005921873,0.219632],"study_design_scores_gemma":[0.002158068,0.0005069354,0.113772,0.0001620228,0.000007022406,0.0006206476,0.0001001801,0.8643006,0.003579895,0.003927206,0.01066411,0.000201305],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954193,0.00003915119,0.002019647,0.0009096046,0.001071431,0.0003566548,0.000003001905,0.00003388405,0.0001473763],"genre_scores_gemma":[0.9991717,0.00002071688,0.0005052496,0.00005439795,0.0001628417,0.00001934235,0.000001983845,0.000008178898,0.00005560102],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5752382,"threshold_uncertainty_score":0.2509538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05839387474145555,"score_gpt":0.3708733623784224,"score_spread":0.3124794876369669,"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."}}