{"id":"W4412684883","doi":"10.1097/won.0000000000001194","title":"Indigenous ECHO Canada","year":2025,"lang":"en","type":"article","venue":"Journal of Wound Ostomy and Continence Nursing","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Alberta Health; Profound Medical (Canada); Canadian Nurses Association","funders":"","keywords":"Indigenous; Echo (communications protocol); Geography; Medicine; Computer science; Computer security; Biology; Ecology","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":[0.00009671184,0.00007356291,0.0002053206,0.00009809756,0.0001265478,0.00002940684,0.00003740632,0.00003634716,0.0000234606],"category_scores_gemma":[0.00004579964,0.00005933567,0.00005823038,0.0001397329,0.00004444199,0.00007219574,0.000004918751,0.000177186,3.637194e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000176849,"about_ca_system_score_gemma":0.0008753889,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01297066,"about_ca_topic_score_gemma":0.00469817,"domain_scores_codex":[0.9993984,0.00001472983,0.0002267581,0.00006916704,0.00014668,0.0001442747],"domain_scores_gemma":[0.999492,0.00003837585,0.0001135908,0.00006498626,0.00018589,0.0001050936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008940511,0.0005231046,0.5926058,0.0002501808,0.0004465872,0.0005574713,0.001806165,0.00001547823,0.002342441,0.0007922848,0.01563272,0.3841337],"study_design_scores_gemma":[0.005623589,0.0009771727,0.8929675,0.005272754,0.001664226,0.003482393,0.003700898,0.0001527009,0.00355209,0.001946967,0.08028128,0.0003784347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9849856,0.003536036,0.0002328336,0.002505288,0.000509826,0.00008228965,0.000001219535,0.000004107621,0.008142835],"genre_scores_gemma":[0.9977742,0.0001612033,0.0001363927,0.001264564,0.0001388766,5.639736e-7,5.239163e-7,0.000003890298,0.000519726],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3837552,"threshold_uncertainty_score":0.993602,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002860442345988856,"score_gpt":0.2506466690497565,"score_spread":0.2477862267037676,"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."}}