{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001410405,0.00009272064,0.0002236423,0.0002264415,0.0003048303,0.0007414889,0.0001595298,0.0003900364,0.006192397],"category_scores_gemma":[0.009862575,0.00007760609,0.0002418682,0.0002954347,0.0002200576,0.0004038028,0.0003332765,0.0003040979,0.0002977881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203787,"about_ca_system_score_gemma":0.0003000677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000626576,"about_ca_topic_score_gemma":0.001414834,"domain_scores_codex":[0.9983813,0.001036658,0.0001614804,0.00007504332,0.0002375678,0.0001080035],"domain_scores_gemma":[0.9906558,0.004903079,0.00286437,0.0001525481,0.0003790982,0.001045017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001431732,0.0003399806,0.9163367,0.000433162,0.0001224824,0.0005890335,0.003310962,0.0002463835,0.001241703,0.0001071788,0.001882985,0.07395775],"study_design_scores_gemma":[0.000137216,0.004083638,0.9717379,0.0003206916,0.0001359228,0.00475214,0.01307236,0.0009837761,0.0005706069,0.0002303234,0.003923215,0.00005226427],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997482,0.0004017774,0.0001450903,0.0003698062,0.00001386393,0.00001075878,0.0000506471,0.0000055503,0.001520454],"genre_scores_gemma":[0.9992263,0.0001793111,0.0002287055,0.0001788152,0.00001518047,0.000007049377,0.0000260694,0.000001489369,0.0001371424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006192397,"threshold_uncertainty_score":0.02071559,"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."}}