{"id":"W4298343970","doi":"10.11124/jbies-21-00481","title":"Telemedicine and medical education: a mixed methods systematic review protocol","year":2022,"lang":"en","type":"article","venue":"JBI Evidence Synthesis","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Institutes of Health Research","keywords":"Telemedicine; Medical education; Psychological intervention; Systematic review; Medicine; MEDLINE; Health care; Cochrane Library; Protocol (science); Nursing; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007150295,0.0002183636,0.001017308,0.000218939,0.0002810855,0.00001248821,0.0002252931,0.00005282385,0.006747616],"category_scores_gemma":[0.02476377,0.0001635602,0.00009625751,0.0006405562,0.00009338347,0.0001415494,0.0001658612,0.0003643997,0.00001916827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002107032,"about_ca_system_score_gemma":0.001501478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001026769,"about_ca_topic_score_gemma":0.000008595607,"domain_scores_codex":[0.9951691,0.001532518,0.00117569,0.0004258864,0.001372065,0.0003247183],"domain_scores_gemma":[0.9961196,0.002183961,0.0004451617,0.0005844639,0.0001720893,0.0004946822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001396437,0.0003512751,0.002894372,0.7335362,0.0001313391,0.00007042027,0.0003465016,5.774382e-8,0.0001456596,0.0002723397,0.09546357,0.1666486],"study_design_scores_gemma":[0.00365864,0.003869312,0.01458862,0.7392175,0.00806298,0.01010756,0.009046618,0.000687659,0.001552829,0.0005720627,0.2074902,0.001146058],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003542837,0.04126462,0.003571212,0.3489843,0.001074817,0.5988728,0.00001667038,0.0005292224,0.00214353],"genre_scores_gemma":[0.01411266,0.00177259,0.01850436,0.04715576,0.0004359707,0.917044,0.00001570243,0.00005535179,0.0009035515],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.3181712,"threshold_uncertainty_score":0.9941604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03101359080262531,"score_gpt":0.4614236668108338,"score_spread":0.4304100760082085,"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."}}