{"id":"W4407910462","doi":"10.3138/canlivj-2024-0044","title":"Commentary on Whitten et al.","year":2025,"lang":"en","type":"article","venue":"Canadian Liver Journal","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Art","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01595736,0.001782003,0.002835711,0.00213323,0.007440713,0.008092459,0.008086242,0.07510065,0.01924899],"category_scores_gemma":[0.1206183,0.001446328,0.003335388,0.002461816,0.00591154,0.007869801,0.003496442,0.07480066,0.01552076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01049631,"about_ca_system_score_gemma":0.02069311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03829714,"about_ca_topic_score_gemma":0.04967488,"domain_scores_codex":[0.9839882,0.004389007,0.001722498,0.001835682,0.006502003,0.001562641],"domain_scores_gemma":[0.92971,0.03798809,0.002862773,0.001243824,0.02105566,0.007139742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001497675,0.000003347223,0.00001929477,0.00004495836,0.000005289643,0.00003777254,0.00002911404,0.000006892943,0.000007095044,0.0002983121,0.9985985,0.0009343954],"study_design_scores_gemma":[0.0001286617,0.00002856134,0.000371623,0.00117504,0.00005927021,0.0002885157,0.0004101479,0.00009044966,0.0001446995,0.002869687,0.994364,0.0000693083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00004747074,0.001372005,0.00003490433,0.9256251,0.07171828,0.00001412273,0.0001036597,0.00001997443,0.001064441],"genre_scores_gemma":[0.0006386149,0.001209882,0.00006230752,0.9489391,0.04619521,0.00005270651,0.00004032271,0.00002931931,0.002832681],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07510065,"threshold_uncertainty_score":0.08439159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02198660138870326,"score_gpt":0.3336605811298174,"score_spread":0.3116739797411142,"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."}}