{"id":"W4200288337","doi":"10.2196/35432","title":"Early Implementation and Evaluation of a Teledermatology Virtual Clinic Within an Academic Medical Center","year":2021,"lang":"en","type":"article","venue":"Iproceedings","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Teledermatology; Medicine; Telemedicine; Store and forward; Stakeholder; Primary care; Family medicine; Medical emergency; Health care; Computer science","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":[0.01559509,0.0004243276,0.0002804791,0.0008347482,0.002552783,0.002944302,0.002139914,0.000842813,0.002576498],"category_scores_gemma":[0.04077511,0.0004634091,0.0004161567,0.0005540113,0.001145699,0.001838967,0.002843668,0.001207296,0.0002911948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00874552,"about_ca_system_score_gemma":0.01660881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01544199,"about_ca_topic_score_gemma":0.0286567,"domain_scores_codex":[0.9828099,0.009810091,0.0007365202,0.0007184953,0.002800196,0.003124744],"domain_scores_gemma":[0.9666623,0.009951123,0.00402866,0.00173951,0.007882421,0.009735955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002266361,0.03094244,0.5311667,0.0008675739,0.00009119054,0.002312117,0.03966374,0.002324746,0.008366815,0.001637332,0.00621604,0.3741448],"study_design_scores_gemma":[0.000846607,0.04256061,0.8549419,0.0005902494,0.000129436,0.0009457808,0.07102647,0.007351961,0.006259101,0.0004110794,0.01479015,0.0001465747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925537,0.00006498141,0.001176509,0.0008978533,0.00003871125,0.002275442,0.00008759546,0.00008967512,0.002815576],"genre_scores_gemma":[0.9926258,0.00006319978,0.005476099,0.0002769323,0.00002147953,0.0008828086,0.00008980188,0.00001001286,0.0005538301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01559509,"threshold_uncertainty_score":0.08247572,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0473083190484714,"score_gpt":0.3852678333564983,"score_spread":0.337959514308027,"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."}}