{"id":"W4409088352","doi":"10.3138/canlivj-2025-0008","title":"Telemedicine approaches for patients with cirrhosis, including vulnerable populations: A narrative review","year":2025,"lang":"en","type":"review","venue":"Canadian Liver Journal","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of British Columbia","funders":"","keywords":"Telemedicine; Medicine; Cirrhosis; Videoconferencing; Referral; Teledermatology; Telehealth; Hepatitis C; Health care; Medical emergency; Family medicine; Internal medicine; Multimedia","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001395149,0.0008537744,0.001693748,0.005419186,0.0005379769,0.001494904,0.001139628,0.001433992,0.003638746],"category_scores_gemma":[0.007919952,0.0003230498,0.002020945,0.006001451,0.000403286,0.00166532,0.000821065,0.0008207697,0.0002948562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244611,"about_ca_system_score_gemma":0.003524818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002252697,"about_ca_topic_score_gemma":0.004626006,"domain_scores_codex":[0.9988752,0.000335412,0.0004332644,0.0001005038,0.0002008717,0.00005465225],"domain_scores_gemma":[0.9941104,0.004519151,0.0008968759,0.0000538336,0.0003381508,0.00008165171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000159457,0.00005358606,0.0008209003,0.7470097,0.0008687573,0.0004832992,0.0005602505,0.0001403974,0.0002120498,0.0008282631,0.007758065,0.2411052],"study_design_scores_gemma":[0.000124859,0.0003020488,0.005385332,0.8481873,0.009415301,0.004407214,0.001269507,0.0001519126,0.0002505321,0.0007853312,0.1296734,0.00004733414],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003961716,0.9988219,0.00004515419,0.0002220357,0.00007656385,0.00003525302,0.000047871,0.000002237206,0.0003527511],"genre_scores_gemma":[0.003466513,0.9958617,0.0001326137,0.0002934969,0.0001020465,0.00005346469,0.00004005264,8.888625e-7,0.00004925797],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005419186,"threshold_uncertainty_score":0.01217282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1660212054421701,"score_gpt":0.4011930396278742,"score_spread":0.2351718341857041,"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."}}