{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00314095,0.0002376797,0.0003119299,0.0005604164,0.00920289,0.002333462,0.001027333,0.000854624,0.002523317],"category_scores_gemma":[0.004948645,0.0001628005,0.0002524352,0.001303895,0.002449393,0.00121055,0.001884453,0.001371171,0.0001296857],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03416828,"about_ca_system_score_gemma":0.1058975,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9607255,"about_ca_topic_score_gemma":0.9886728,"domain_scores_codex":[0.9982005,0.0006688521,0.00005861053,0.0001089887,0.0004319519,0.0005310345],"domain_scores_gemma":[0.9960874,0.00108739,0.0002635222,0.00006246006,0.001255487,0.001243789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001377183,0.0005732975,0.06308313,0.003434792,0.00006201475,0.009044418,0.6941961,0.0003542164,0.001835732,0.004004275,0.02459705,0.1986773],"study_design_scores_gemma":[0.00003617223,0.0003117711,0.107526,0.00256029,0.00006809995,0.002479821,0.7838467,0.0002351451,0.0003090712,0.0005604221,0.1019931,0.00007323191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8982574,0.03251484,0.0008716181,0.03569656,0.0003253515,0.0004155314,0.0002382021,0.00003140221,0.03164921],"genre_scores_gemma":[0.9672242,0.01876416,0.001484353,0.00563896,0.00005819841,0.0001079389,0.0001021779,0.00001824929,0.006601776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03927445,"threshold_uncertainty_score":0.2479093,"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."}}