{"id":"W4225136235","doi":"10.2196/37196","title":"Virtual Specialist Care During the COVID-19 Pandemic: Multimethod Patient Experience Study","year":2022,"lang":"en","type":"article","venue":"JMIR Medical Informatics","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; North York General Hospital","funders":"","keywords":"Specialty; Medicine; Family medicine; Pandemic; Telemedicine; Descriptive statistics; Coronavirus disease 2019 (COVID-19); Health care; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003790541,0.0002169506,0.000386805,0.0008616573,0.003088903,0.002331414,0.0006398131,0.0008907821,0.001912495],"category_scores_gemma":[0.008313856,0.0004293609,0.0002876571,0.00108979,0.001229697,0.002587303,0.002822853,0.001187805,0.0001932522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001881337,"about_ca_system_score_gemma":0.002886932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005787916,"about_ca_topic_score_gemma":0.0142854,"domain_scores_codex":[0.9965695,0.001986669,0.0002214028,0.0001988204,0.0003516995,0.0006718883],"domain_scores_gemma":[0.9936761,0.00215312,0.001518249,0.000177518,0.0005888635,0.001886095],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001734896,0.0009019668,0.4523895,0.0002493788,0.00003957129,0.001865759,0.5236838,0.0001185931,0.0007110714,0.000381673,0.002235268,0.01724993],"study_design_scores_gemma":[0.00002657004,0.001192406,0.1649896,0.000134798,0.00001485823,0.002359932,0.8265521,0.0004184431,0.0001981188,0.0001319313,0.003933353,0.00004784664],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991661,0.00006838561,0.00007638642,0.0002867534,0.000005793733,0.00003082969,0.00003534106,0.000001311481,0.000329155],"genre_scores_gemma":[0.9990637,0.0001537363,0.000201421,0.0003085772,0.00001096521,0.00005768168,0.00003376658,0.000001931025,0.0001683146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005787916,"threshold_uncertainty_score":0.02004653,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06450904562941472,"score_gpt":0.4289919051336004,"score_spread":0.3644828595041856,"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."}}