{"id":"W4284881964","doi":"10.1177/12034754221108990","title":"Implementation of Teledermatology in Alberta, Canada: A Report of One Thousand Cases","year":2022,"lang":"en","type":"article","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Teledermatology; Medicine; Referral; Dermatology; Medical diagnosis; Family medicine; Telemedicine; Pathology; Health care","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0005567019,0.0005708702,0.0002955432,0.002562313,0.003894028,0.001576124,0.001859532,0.0009982684,0.002704928],"category_scores_gemma":[0.002177609,0.0005126946,0.0004451454,0.006072401,0.001354031,0.000423476,0.001254917,0.0009570969,0.0003973068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02157318,"about_ca_system_score_gemma":0.02725164,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9541214,"about_ca_topic_score_gemma":0.960447,"domain_scores_codex":[0.9977226,0.0001089029,0.0001295589,0.0001782018,0.001182049,0.0006788382],"domain_scores_gemma":[0.9962097,0.0003134316,0.001262864,0.0001413366,0.0009919042,0.001080751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007338833,0.000123765,0.9803939,0.00009638676,0.00003361052,0.004008593,0.001490664,0.0000910678,0.0003473517,0.0001116297,0.001572197,0.01165735],"study_design_scores_gemma":[0.00001259283,0.00009354202,0.9856105,0.0001060403,0.00004364919,0.005650129,0.006085532,0.0004194352,0.0001536516,0.00003225338,0.001773845,0.00001891522],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925348,0.001945632,0.0002161773,0.0003511432,0.00003054268,0.00009584389,0.0009111358,0.00003888942,0.003875937],"genre_scores_gemma":[0.9962527,0.001822213,0.0001727789,0.0002089375,0.0000183125,0.00001917138,0.0005834462,0.00000835444,0.000914146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04587859,"threshold_uncertainty_score":0.1565251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202618624646061,"score_gpt":0.2799046487485553,"score_spread":0.2578784625020947,"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."}}