{"id":"W4416013351","doi":"10.7759/cureus.96324","title":"Digital Health Evaluation of Physically Disabled Canadians Compared to Those Without Chronic Conditions","year":2025,"lang":"en","type":"article","venue":"Cureus","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research","funders":"","keywords":"Digital health; Preference; Quality of life (healthcare); Health care; Chronic disease; Multiple Chronic Conditions; Quality (philosophy)","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":[0.0007834082,0.0002982728,0.0004098471,0.00234559,0.003287914,0.001612134,0.0007960777,0.0004576386,0.0047975],"category_scores_gemma":[0.004319418,0.0001542558,0.0008419405,0.003950973,0.000657408,0.0005177463,0.001204785,0.0006044374,0.0002887639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01229652,"about_ca_system_score_gemma":0.01591544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9613798,"about_ca_topic_score_gemma":0.9694212,"domain_scores_codex":[0.9988018,0.00006183652,0.00008057638,0.0001140387,0.0005624137,0.0003791944],"domain_scores_gemma":[0.99783,0.00009886097,0.000457932,0.00004008334,0.001003836,0.0005693382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001045397,0.00009937611,0.9819382,0.0001778969,0.00006402439,0.0001131502,0.001478792,0.00004922609,0.00008050501,0.0001178258,0.002501863,0.01327453],"study_design_scores_gemma":[0.000007581453,0.00005143596,0.9949116,0.00008005728,0.00003250616,0.0000899264,0.003188949,0.00009548672,0.00002650069,0.00002542652,0.001480986,0.000009598783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9811404,0.001106252,0.00006491884,0.0008180548,0.00003497202,0.0001777788,0.006107536,0.000008814747,0.01054125],"genre_scores_gemma":[0.9962268,0.0005805718,0.0001559818,0.000154505,0.000009755618,0.0000409389,0.002026951,0.000002563378,0.000801945],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03862017,"threshold_uncertainty_score":0.08921784,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05347200821114908,"score_gpt":0.4379137591665046,"score_spread":0.3844417509553555,"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."}}