{"id":"W4389212698","doi":"10.1177/20552076231217813","title":"Teledermatology in remote Indigenous populations: Lessons learned and paths to explore, an experience from Canada (Québec) and Australia","year":2023,"lang":"en","type":"article","venue":"Digital Health","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Teledermatology; Indigenous; Telemedicine; Medicine; Health care; Confidentiality; Nursing; Business; Videoconferencing; Medical education; Political science; Multimedia; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004223005,0.00008648283,0.0001886076,0.0001241059,0.00009137221,0.00003463039,0.00003236863,0.00003042079,0.000010932],"category_scores_gemma":[0.00004537971,0.00008620797,0.000008099491,0.0001809204,0.00002218404,0.00007773113,0.00004189218,0.00008058552,0.00001196412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000175633,"about_ca_system_score_gemma":0.0002777867,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8863171,"about_ca_topic_score_gemma":0.9340515,"domain_scores_codex":[0.9991644,0.00001993689,0.0002006425,0.0002489265,0.000114213,0.0002518923],"domain_scores_gemma":[0.9994925,0.00002646217,0.00003506253,0.0001439691,0.00001137391,0.0002906235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002296437,0.0001176862,0.340243,0.0001795395,0.00002130978,0.001404784,0.03666178,0.00003273476,0.00008960823,0.0001785863,0.003312903,0.6175284],"study_design_scores_gemma":[0.0007449644,0.0004475313,0.9562094,0.00008991022,0.000005171886,0.0002794073,0.0160023,0.0003452015,0.00004127685,0.000467153,0.02516456,0.0002031893],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9923779,0.00007777767,0.00002507461,0.006865428,0.000108436,0.0003540908,0.00002898252,0.00006063993,0.000101655],"genre_scores_gemma":[0.9980213,0.00005845948,0.00008963275,0.001106292,0.00002122401,0.00001140798,0.00007760201,0.00001069388,0.0006033986],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6173252,"threshold_uncertainty_score":0.3515459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1396939776684536,"score_gpt":0.3813628585728779,"score_spread":0.2416688809044244,"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."}}