{"id":"W4281484980","doi":"10.1186/s12875-022-01728-5","title":"An unexpected transition to virtual care: family medicine residents’ experience during the COVID-19 pandemic","year":2022,"lang":"en","type":"article","venue":"BMC Primary Care","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; University of British Columbia Hospital; University of British Columbia; Vancouver Coastal Health Research Institute","funders":"Vancouver Coastal Health Research Institute; College of Family Physicians of Canada","keywords":"Context (archaeology); Focus group; Pandemic; Psychology; Medical education; Nursing; Medicine; Coronavirus disease 2019 (COVID-19); Sociology; Disease","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":[0.004154235,0.0004141716,0.0005400327,0.0004754419,0.01007397,0.002581394,0.001385753,0.002555229,0.002825476],"category_scores_gemma":[0.009962251,0.0005296087,0.0005105676,0.0003821017,0.005783684,0.002052751,0.006183855,0.003718766,0.0003065735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00250457,"about_ca_system_score_gemma":0.002840013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006557968,"about_ca_topic_score_gemma":0.01922682,"domain_scores_codex":[0.9964682,0.002271096,0.00007188181,0.0001613446,0.0002579618,0.000769516],"domain_scores_gemma":[0.9943926,0.002035754,0.0005201675,0.0001624553,0.000410261,0.002478668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001180092,0.0001783434,0.01344515,0.0001542987,0.00001888314,0.006975732,0.9639585,0.0001471021,0.001086128,0.0005364916,0.003606036,0.009775225],"study_design_scores_gemma":[0.00001098938,0.0004033641,0.00792967,0.0001227019,0.00001301087,0.003350182,0.9750444,0.0001682786,0.0003084111,0.0002063987,0.0124065,0.00003611791],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942708,0.0003666862,0.0004296525,0.003237849,0.00009507649,0.00002596583,0.00002670791,0.00001560178,0.00153167],"genre_scores_gemma":[0.9978174,0.0002369066,0.0003129062,0.0007617099,0.00003809027,0.00002873187,0.000012647,0.000009085086,0.0007825312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01007397,"threshold_uncertainty_score":0.02196997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07567604089346398,"score_gpt":0.4019371346124654,"score_spread":0.3262610937190015,"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."}}