{"id":"W4399519128","doi":"10.22454/primer.2024.690812","title":"Virtual Care Integration: Balancing Physician Well-Being","year":2024,"lang":"en","type":"article","venue":"PRiMER","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta","funders":"University of Alberta","keywords":"Autonomy; Self-determination theory; Competence (human resources); Psychology; Basic needs; Job satisfaction; Health care; Coronavirus disease 2019 (COVID-19); Applied psychology; Social psychology; Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008495537,0.00009496627,0.0001341623,0.00009879626,0.00006020115,0.00002215328,0.00003033188,0.00003391614,0.0003228145],"category_scores_gemma":[0.00001898173,0.00007626108,0.00004766975,0.0002020195,0.00001715757,0.0001027719,0.00001453695,0.0001744971,0.0002937485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009438038,"about_ca_system_score_gemma":0.0001174267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007760604,"about_ca_topic_score_gemma":0.00001174545,"domain_scores_codex":[0.9992229,0.00001558385,0.0001959525,0.0001855894,0.0001997994,0.0001801112],"domain_scores_gemma":[0.9996744,0.00003916283,0.00002272537,0.0001248196,0.00005871035,0.00008016476],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003711378,0.00002813789,0.01080432,0.0003554696,0.00007538711,0.00007265137,0.01245743,0.000001239709,0.01135611,0.008100612,0.02200457,0.934707],"study_design_scores_gemma":[0.002167219,0.001295687,0.04791341,0.001407003,0.0005022453,0.00009415973,0.02341317,0.001912338,0.09881957,0.0006549984,0.8213989,0.0004213371],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8666359,0.003600162,0.01257979,0.00821387,0.002097478,0.0008492249,0.000006380762,0.0006560699,0.1053611],"genre_scores_gemma":[0.9939369,0.00002782418,0.0007025598,0.003302922,0.001106082,0.00001892427,0.000138297,0.00002178899,0.0007446955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9342856,"threshold_uncertainty_score":0.3775641,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01386345292450976,"score_gpt":0.3288484313024656,"score_spread":0.3149849783779559,"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."}}