{"id":"W4293336980","doi":"10.21203/rs.3.rs-1085471/v1","title":"An unexpected transition to virtual care: family medicine residents’ experience during the COVID-19 pandemic","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Vancouver Coastal Health Research Institute","funders":"Vancouver Coastal Health Research Institute; College of Family Physicians of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Transition (genetics); Psychology; Medicine; Virology; Infectious disease (medical specialty); Internal medicine; Biology; Disease; Outbreak","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004534784,0.0002665498,0.0003247936,0.0004160905,0.01261049,0.004760513,0.001075304,0.00404672,0.006445338],"category_scores_gemma":[0.0144542,0.0005014034,0.0003692245,0.0004380076,0.003837457,0.002776847,0.006566687,0.008154694,0.0006710732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003396101,"about_ca_system_score_gemma":0.00573397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01443055,"about_ca_topic_score_gemma":0.0394095,"domain_scores_codex":[0.9969506,0.001602816,0.00006274695,0.000155952,0.0002995277,0.0009282888],"domain_scores_gemma":[0.9915199,0.001980883,0.000546141,0.000206723,0.0007066815,0.005039621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004593038,0.000728032,0.03884093,0.0002132706,0.00005741607,0.01550266,0.86179,0.0003882717,0.001325023,0.003806609,0.04663354,0.03025497],"study_design_scores_gemma":[0.00002444777,0.0003610316,0.01798516,0.0001833158,0.00001381773,0.002301911,0.9407984,0.0002695842,0.0002160972,0.0006484676,0.03714218,0.00005557394],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9658798,0.0003318513,0.0003842291,0.0256681,0.0005571527,0.00003549059,0.00009580943,0.00002869181,0.007018911],"genre_scores_gemma":[0.9930907,0.0002356042,0.0002856929,0.003826471,0.0001662866,0.00002939226,0.00004304343,0.00003029778,0.00229236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01443055,"threshold_uncertainty_score":0.02869314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1809220301009037,"score_gpt":0.5177035248432741,"score_spread":0.3367814947423703,"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."}}