{"id":"W4402110565","doi":"10.1016/j.jaad.2024.07.1390","title":"53370 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":2024,"lang":"en","type":"article","venue":"Journal of the American Academy of Dermatology","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Dalhousie University; Saskatchewan Health Authority; McGill University; University of Calgary; University of Saskatchewan","funders":"","keywords":"Medicine; Indigenous; Cross-sectional study; Health care; Nursing; Family medicine","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":[0.001366241,0.0003260103,0.0003955105,0.001217986,0.005375805,0.001785957,0.001245765,0.000549415,0.002759118],"category_scores_gemma":[0.003991857,0.0005485772,0.0006318044,0.00289716,0.0008939085,0.0007202362,0.001507759,0.001143157,0.0002377209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01363419,"about_ca_system_score_gemma":0.03043295,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9820379,"about_ca_topic_score_gemma":0.991878,"domain_scores_codex":[0.998478,0.0001830222,0.0000881288,0.0001177873,0.0004591535,0.0006738758],"domain_scores_gemma":[0.9977046,0.000255866,0.0004652377,0.00005650911,0.0008416338,0.0006761682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002965086,0.0001878078,0.9765326,0.00007171428,0.00004022937,0.0001122656,0.01700836,0.00004048859,0.0001491548,0.0001084335,0.0008519941,0.004867318],"study_design_scores_gemma":[0.000003715882,0.00003795448,0.9583662,0.00006335735,0.0000232374,0.00005607452,0.04051612,0.000116724,0.00003049466,0.00002379511,0.0007497986,0.00001245266],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974672,0.0001304259,0.00004228877,0.0002037982,0.000004990418,0.0000652011,0.0004157893,0.000002318417,0.001668012],"genre_scores_gemma":[0.997926,0.0002781244,0.0002208811,0.0002104354,0.000004654657,0.00005346007,0.0002583682,0.000002855567,0.001045237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0179621,"threshold_uncertainty_score":0.09892344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04432229362628166,"score_gpt":0.3850544346322884,"score_spread":0.3407321410060068,"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."}}