{"id":"W4412571296","doi":"10.13162/hro-ors.v12i2.6059","title":"Pioneering Digital Health in NB: A Pathway to Transformation in Health Care Delivery","year":2025,"lang":"en","type":"article","venue":"Health Reform Observer - Observatoire des Réformes de Santé","topic":"Biomedical and Engineering Education","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Health care delivery; Digital health; Health care; Transformation (genetics); Digital transformation; Healthcare delivery; Medicine; Computer science; Political science; World Wide Web; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006737001,0.0003701589,0.0006374412,0.0005661063,0.000180817,0.00008054967,0.0002864524,0.0001866592,0.000006356708],"category_scores_gemma":[0.00003388857,0.0003642909,0.0000992186,0.001665971,0.00003610879,0.0008457463,0.00004941988,0.0005104105,0.00001256296],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008800921,"about_ca_system_score_gemma":0.001105138,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003457256,"about_ca_topic_score_gemma":0.006914417,"domain_scores_codex":[0.9967613,0.00005240574,0.001269887,0.0003414242,0.0002545652,0.001320425],"domain_scores_gemma":[0.9989698,0.00004572831,0.00008375809,0.0003300982,0.0000511495,0.0005194728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00007032279,0.0001559321,0.01578919,0.02049927,0.00003166736,0.000006099031,0.02858738,0.0188656,0.0000353786,0.0009093258,0.0007837391,0.9142661],"study_design_scores_gemma":[0.002437148,0.0005591111,0.8276586,0.008183086,0.000003860718,0.00002119606,0.009717179,0.0525685,0.0001807166,0.0005991866,0.09708107,0.0009903685],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9664487,0.01339364,0.01004759,0.006585064,0.0008060635,0.001269571,0.0001364792,0.0006391308,0.000673715],"genre_scores_gemma":[0.9901974,0.002954962,0.002755425,0.003419465,0.00007069084,0.000181479,0.0003055919,0.00006102377,0.00005395991],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9132757,"threshold_uncertainty_score":0.9998809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0118760827775693,"score_gpt":0.2625975183003597,"score_spread":0.2507214355227904,"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."}}