{"id":"W4390466824","doi":"10.3390/healthcare12010093","title":"Telehealth Competencies: Training Physicians for a New Reality?","year":2023,"lang":"en","type":"article","venue":"Healthcare","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Telehealth; Curriculum; Medical education; Health care; Pandemic; Medicine; Coronavirus disease 2019 (COVID-19); Nursing; Telemedicine; Psychology; Pedagogy; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004840658,0.0001619361,0.0004482579,0.000222684,0.000258239,0.000009430394,0.000072369,0.00008555557,0.00004152],"category_scores_gemma":[0.0001747134,0.0001546732,0.0001021746,0.0007390169,0.00003249143,0.000067546,0.00001709412,0.0001999487,0.00005652299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000161534,"about_ca_system_score_gemma":0.00122328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00212851,"about_ca_topic_score_gemma":0.0009405058,"domain_scores_codex":[0.9979224,0.00005123018,0.0005409913,0.0003503339,0.0003438264,0.0007911794],"domain_scores_gemma":[0.9986835,0.0002098954,0.0001618096,0.0002959476,0.0001663225,0.0004825714],"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":[0.000260345,0.00004783077,0.01646074,0.002941242,0.00004469182,0.00003163099,0.01695742,0.000003760772,0.0005748674,0.003945371,0.386906,0.5718261],"study_design_scores_gemma":[0.005536486,0.0027257,0.1983557,0.0006223372,0.00007885716,0.00007400574,0.02026253,0.001083839,0.0002259669,0.003443588,0.767305,0.0002859471],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3320806,0.0004349036,0.002653958,0.6564263,0.001079389,0.00438808,0.0002681855,0.001411323,0.001257321],"genre_scores_gemma":[0.9513299,0.00030871,0.003929222,0.03890686,0.002271035,0.0002377209,0.001345836,0.00007055084,0.001600187],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6192493,"threshold_uncertainty_score":0.630739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1975778622246132,"score_gpt":0.4368469597305625,"score_spread":0.2392690975059493,"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."}}