{"id":"W4404197692","doi":"10.1177/20503121241293165","title":"Virtual neurology survey: Factors influencing virtual care use among Ontario neurologists","year":2024,"lang":"en","type":"article","venue":"SAGE Open Medicine","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Sunnybrook Health Science Centre; Ontario Brain Institute; University of Toronto","funders":"","keywords":"Medicine; Neurology; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.0008240729,0.00009743618,0.0001191755,0.0006521925,0.001089851,0.0007648231,0.0004296426,0.0002668959,0.003044856],"category_scores_gemma":[0.004935917,0.0001598737,0.0002143242,0.001065039,0.0003887962,0.0003734557,0.0008326795,0.0002559437,0.0003018616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005193717,"about_ca_system_score_gemma":0.005352506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5682915,"about_ca_topic_score_gemma":0.7030254,"domain_scores_codex":[0.9992003,0.0001486035,0.00009991038,0.00006795807,0.0003013323,0.0001818574],"domain_scores_gemma":[0.9951107,0.0006743778,0.001819966,0.0001089703,0.001154958,0.001131014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002515832,0.00002820357,0.9919955,0.00003398754,0.00000596726,0.00009690563,0.002617349,0.00003675686,0.0001722161,0.00001658934,0.000963894,0.004007446],"study_design_scores_gemma":[0.000002583647,0.00003141029,0.9956899,0.00001439311,0.000002981728,0.00005489201,0.003295943,0.00009385379,0.00002512109,0.000004277198,0.0007811134,0.000003433392],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962385,0.00008860464,0.00007180584,0.0005105638,0.000003504676,0.00004006775,0.0005734062,0.00000851812,0.002465033],"genre_scores_gemma":[0.9986627,0.0001515656,0.0001636725,0.0001452389,0.000005435895,0.00003604334,0.0002947907,0.000002304648,0.0005382733],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4317085,"threshold_uncertainty_score":0.8685017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06865138958310735,"score_gpt":0.3600479431488787,"score_spread":0.2913965535657713,"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."}}