{"id":"W2791812084","doi":"10.1155/2018/1496941","title":"On Using a Mobile Application to Support Teledermatology: A Case Study in an Underprivileged Area in Colombia","year":2018,"lang":"en","type":"article","venue":"International Journal of Telemedicine and Applications","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Teledermatology; Medicine; Ontology; Specialty; Telemedicine; Dermatology; Health care; Computer science; Medical emergency; Pathology","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":[0.0004178615,0.0005264475,0.0002873008,0.0009456677,0.002596203,0.00125651,0.0009785924,0.001862052,0.002209493],"category_scores_gemma":[0.00347187,0.0002499262,0.0002857698,0.0006591373,0.001041328,0.0008303572,0.000985342,0.000921431,0.0002965581],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002009623,"about_ca_system_score_gemma":0.001305694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03279882,"about_ca_topic_score_gemma":0.06180333,"domain_scores_codex":[0.9992281,0.0002724952,0.00006034693,0.00009402198,0.000153867,0.0001910386],"domain_scores_gemma":[0.998069,0.0009020202,0.0002970207,0.000074658,0.000176058,0.0004813151],"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":[0.0002487704,0.001250913,0.2233158,0.0007833428,0.00003897335,0.629311,0.07795298,0.000916052,0.007010504,0.0009040798,0.003828137,0.05443951],"study_design_scores_gemma":[0.0000452399,0.001048143,0.2543989,0.0006210229,0.0001067102,0.4337898,0.2557589,0.005703116,0.004413744,0.0005989213,0.04334749,0.0001680379],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927819,0.0006161697,0.001101319,0.001219662,0.00002745075,0.000111966,0.00007374083,0.00003579745,0.004031892],"genre_scores_gemma":[0.9967062,0.0005584675,0.0009400976,0.0002805341,0.00001790042,0.00002518217,0.0000361971,0.0000140341,0.00142143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03279882,"threshold_uncertainty_score":0.06521583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02705105914024846,"score_gpt":0.3713025477773818,"score_spread":0.3442514886371333,"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."}}