{"id":"W4415586605","doi":"10.21083/crrf.v29i1.7734","title":"Teledermatology: Connecting Specialists to Rural BC","year":2025,"lang":"","type":"article","venue":"Proceedings of the Canadian Rural Revitalization Foundation","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Telehealth; Telemedicine; Health care; Rural area; Primary care; Rural health; Primary health care; Value (mathematics)","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":[0.0007499937,0.0002074596,0.0001004411,0.0005450062,0.003119795,0.001969223,0.0008145095,0.001171002,0.06901752],"category_scores_gemma":[0.003477629,0.0001834306,0.0002073482,0.0006429134,0.0005213895,0.001458795,0.002657415,0.001731902,0.008298055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002939694,"about_ca_system_score_gemma":0.007285617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04186461,"about_ca_topic_score_gemma":0.1374367,"domain_scores_codex":[0.9993002,0.0002079844,0.00002364121,0.00008570239,0.0002000185,0.000182439],"domain_scores_gemma":[0.9967919,0.0003247481,0.0001329339,0.00007839772,0.0004327137,0.002239224],"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":[0.0001314664,0.0003956129,0.01827814,0.0004521934,0.00001680482,0.002042258,0.002571832,0.0001853771,0.003038198,0.002632355,0.4315811,0.5386746],"study_design_scores_gemma":[0.0001225905,0.0003336097,0.03112427,0.0005794874,0.00002841351,0.004919069,0.009947268,0.0007900749,0.0007984177,0.002802416,0.9485155,0.00003883614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1408024,0.01647395,0.009618522,0.3555841,0.006887298,0.0005717401,0.00121926,0.002423764,0.466419],"genre_scores_gemma":[0.5692125,0.02570292,0.02436681,0.1092237,0.004210451,0.0004082526,0.001124091,0.0007952057,0.2649561],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9581354,"threshold_uncertainty_score":0.2308866,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01393164067123967,"score_gpt":0.2908764364751453,"score_spread":0.2769447958039056,"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."}}