{"id":"W4410873978","doi":"10.32799/ijih.v20i1.42156","title":"Understanding Burdens and Barriers to Dermatological Management, and Potential for Virtual Care in Northern and Rural Canadian Indigenous Communities: A National Healthcare Practitioner Cross-Sectional Survey Analysis","year":2025,"lang":"en","type":"article","venue":"International Journal of Indigenous Health","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Dalhousie University; Saskatchewan Health Authority; University of Calgary; McGill University; Saskatchewan Science Centre; University of Saskatchewan","funders":"","keywords":"Indigenous; Health care; Cross-sectional study; Nursing; Geography; Medicine; Environmental health; Ecology; Political science; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.002108576,0.0003093421,0.0003808899,0.001138367,0.003653884,0.00152542,0.001476957,0.0004511158,0.001849447],"category_scores_gemma":[0.00539845,0.0003762112,0.0006300867,0.002398852,0.0008449769,0.0006710796,0.001398521,0.0009393221,0.0001362659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01801411,"about_ca_system_score_gemma":0.03608134,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9869062,"about_ca_topic_score_gemma":0.991875,"domain_scores_codex":[0.9981135,0.0002214103,0.0001257359,0.0002118761,0.0006773461,0.0006500898],"domain_scores_gemma":[0.9970824,0.0003268421,0.0006312767,0.0001036914,0.001165665,0.0006900902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003375906,0.00008486769,0.9787478,0.0002074464,0.00006962874,0.0001188853,0.0106913,0.00008509056,0.0001737842,0.0001323653,0.001567022,0.00808782],"study_design_scores_gemma":[0.000004922815,0.00003909812,0.976401,0.0001660854,0.00004387874,0.0000949249,0.02123048,0.0002764574,0.00005265991,0.00003263004,0.00163732,0.00002034954],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994689,0.0005717786,0.0001390262,0.0005334144,0.000009566808,0.0001641415,0.001644011,0.000006851705,0.002242166],"genre_scores_gemma":[0.9974872,0.0005279527,0.0004933943,0.0003000063,0.000005868301,0.00009355245,0.0006170688,0.000004428177,0.0004705441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01801411,"threshold_uncertainty_score":0.1307021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0554864830983,"score_gpt":0.394551006781699,"score_spread":0.339064523683399,"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."}}