{"id":"W4281259099","doi":"10.1002/mus.27641","title":"Patient preference for virtual versus in‐person visits in neuromuscular clinical practice","year":2022,"lang":"en","type":"article","venue":"Muscle & Nerve","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of Alberta","funders":"","keywords":"Preference; Medicine; Odds; Family medicine; Telemedicine; Patient satisfaction; Physical therapy; Health care; Logistic regression; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000946947,0.0001138633,0.0002677381,0.0001566029,0.00008346465,0.000007373893,0.00007685402,0.00004541424,0.0001603909],"category_scores_gemma":[0.001228331,0.000115459,0.00007537429,0.0003453401,0.00001462663,0.0001288727,0.00006708812,0.0004406973,0.000005672595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835612,"about_ca_system_score_gemma":0.0001849761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005023834,"about_ca_topic_score_gemma":0.0001955163,"domain_scores_codex":[0.9980273,0.0002911713,0.0005809797,0.0003594719,0.0004122745,0.0003287754],"domain_scores_gemma":[0.9986745,0.000728309,0.0001745385,0.0002292069,0.0000697234,0.0001236823],"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":[0.009308225,0.002087871,0.04795242,0.0001626047,0.00005840742,0.0005494353,0.006743664,0.0001858677,0.000593796,0.0007394439,0.008808785,0.9228095],"study_design_scores_gemma":[0.02007142,0.01565676,0.7454063,0.0000418219,0.00009221167,0.00001871513,0.01213852,0.001447627,0.00006354474,0.00002139343,0.2048571,0.0001846025],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925228,0.0001220381,0.00007994934,0.004525817,0.0008931165,0.001272595,0.0000229026,0.00003148491,0.0005292654],"genre_scores_gemma":[0.9952318,0.00001850138,0.0008333256,0.003212158,0.0001463144,0.0003685836,0.0001347485,0.00002127849,0.00003329283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9226249,"threshold_uncertainty_score":0.4708281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1409189040983913,"score_gpt":0.4098463027285137,"score_spread":0.2689273986301224,"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."}}