{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007207202,0.00007659796,0.0001787967,0.00009001733,0.0000399807,0.00001056216,0.00003723419,0.0001198301,0.001197174],"category_scores_gemma":[0.0002007054,0.00007261533,0.00002925046,0.0001212578,0.00005211794,0.0001017117,0.00004565312,0.0001882197,0.00001455373],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003723937,"about_ca_system_score_gemma":0.0001327331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002197187,"about_ca_topic_score_gemma":0.00003900194,"domain_scores_codex":[0.9986714,0.00003604336,0.0003620448,0.000219394,0.000592177,0.000118934],"domain_scores_gemma":[0.9993668,0.00002258539,0.0001211624,0.00006827406,0.0002919504,0.0001292522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001112976,0.000773184,0.4851214,0.0005716403,0.0005449066,0.0002378691,0.02111456,0.000001458502,0.1153735,0.006660081,0.008376962,0.3601115],"study_design_scores_gemma":[0.03952571,0.005667017,0.6583753,0.0007842446,0.001970772,0.01617428,0.06622095,0.01342512,0.1805118,0.002570134,0.01384242,0.0009322996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968543,0.000049865,0.00003838205,0.00117053,0.000188378,0.0002482899,0.000001779944,0.00003396003,0.0014145],"genre_scores_gemma":[0.9986522,0.00004308758,0.0001241213,0.0008270465,0.00009383406,0.00001793348,0.00002110295,0.00001027582,0.0002104572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3591792,"threshold_uncertainty_score":0.9997159,"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."}}