{"id":"W4415293293","doi":"10.1503/cjs.015824","title":"Telemedicine and surgical coordination for Indigenous children from remote communities in northern Quebec","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre","funders":"Canadian Institutes of Health Research; McGill University","keywords":"Telemedicine; Indigenous; TRIPS architecture; Northern territory; Health care; MEDLINE; Teledermatology; Culturally appropriate","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004267858,0.0001640662,0.0001433604,0.0004243382,0.00228768,0.0008055895,0.0006091029,0.0002659959,0.003160653],"category_scores_gemma":[0.001400658,0.0001145539,0.000173642,0.0009254753,0.0006778907,0.0003034099,0.0007661358,0.0005004196,0.0001113702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01557061,"about_ca_system_score_gemma":0.02405518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9625359,"about_ca_topic_score_gemma":0.9872163,"domain_scores_codex":[0.9995085,0.00007585642,0.00001830189,0.00004209682,0.00009929717,0.0002559068],"domain_scores_gemma":[0.9983616,0.0001866564,0.0004563005,0.00002726917,0.0003165481,0.0006515041],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004272124,0.0001098558,0.9607104,0.0001702477,0.00002579647,0.001378602,0.009961873,0.0002381611,0.0005138066,0.0003092404,0.002657617,0.02388164],"study_design_scores_gemma":[0.00000813486,0.00007038407,0.9696612,0.0001999173,0.00001448308,0.000501684,0.0256973,0.0002253362,0.0001004137,0.00003561881,0.003472289,0.00001326709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953926,0.0006693911,0.00008307381,0.0009058403,0.00001159915,0.0000343413,0.000374234,0.000006942874,0.00252201],"genre_scores_gemma":[0.9980405,0.0005837203,0.0002264533,0.0002447802,0.000006420593,0.00002958778,0.0001768096,0.00000293853,0.0006889046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03746414,"threshold_uncertainty_score":0.1129732,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02785307877286441,"score_gpt":0.2989064364985617,"score_spread":0.2710533577256973,"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."}}