{"id":"W2407307750","doi":"10.2310/7750.2013.13030","title":"Mobile Teledermatology: A Promising Future in Clinical Practice","year":2013,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Teledermatology; Medicine; Telemedicine; Store and forward; The Internet; Mobile device; Medical emergency; Health care; Multimedia; Computer science; Telecommunications; World Wide Web","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00212657,0.0004288386,0.004829218,0.001128899,0.00005052913,0.00002867676,0.0001116788,0.0005406456,0.0002140046],"category_scores_gemma":[0.002243833,0.00026593,0.000717334,0.0004087013,0.0001739798,0.0001153766,0.00005080085,0.001705165,0.00002582727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000147051,"about_ca_system_score_gemma":0.0006652625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001251209,"about_ca_topic_score_gemma":0.000002735158,"domain_scores_codex":[0.9948701,0.00055328,0.003356721,0.000323425,0.0005547624,0.0003416992],"domain_scores_gemma":[0.993628,0.003091229,0.002239728,0.0003074889,0.0003277561,0.0004057575],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001493455,0.0002130024,0.00005353539,0.007556766,0.0004502863,0.0335027,0.0001486703,8.232984e-8,5.812064e-7,0.000007413294,0.06025913,0.8976585],"study_design_scores_gemma":[0.0003612738,0.0006649155,0.000002357474,0.01352976,0.001608867,0.3070939,0.0007078197,0.000002926153,9.707237e-8,0.000008682622,0.675877,0.0001423402],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006204972,0.9925444,0.00001264027,0.001529986,0.002463808,0.0009783135,8.9258e-7,0.00002171515,0.001827716],"genre_scores_gemma":[0.00007188827,0.9936669,0.000510762,0.001403794,0.00342142,0.00002194649,0.000007415976,0.00005535394,0.0008404915],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8975161,"threshold_uncertainty_score":0.9999793,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06361814992553563,"score_gpt":0.3925917286473837,"score_spread":0.3289735787218481,"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."}}