{"id":"W4281733063","doi":"10.1016/j.pec.2022.06.006","title":"The use of artificial intelligence and virtual reality in doctor-patient risk communication: A scoping review","year":2022,"lang":"en","type":"review","venue":"Patient Education and Counseling","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Children's Hospital; Jewish General Hospital; McGill University Health Centre","funders":"Fonds de Recherche du Québec - Santé","keywords":"Virtual reality; Psychology; Risk communication; Medicine; Computer science; Artificial intelligence; Risk analysis (engineering)","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":[0.003870156,0.001184289,0.003977032,0.006771313,0.000470944,0.003353558,0.001720295,0.002850789,0.004647457],"category_scores_gemma":[0.01216144,0.0006226778,0.00269895,0.006836227,0.001056871,0.002521007,0.001585139,0.001869512,0.0006110921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001357473,"about_ca_system_score_gemma":0.004847169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005446834,"about_ca_topic_score_gemma":0.01038028,"domain_scores_codex":[0.9983672,0.000486869,0.0004573099,0.0001986162,0.000423909,0.00006613085],"domain_scores_gemma":[0.9880284,0.01027306,0.0008691627,0.00009723819,0.0006323317,0.00009988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001257969,0.00007816857,0.0003760811,0.4941593,0.001382869,0.0001487158,0.0002585142,0.0003449711,0.0002909035,0.002192195,0.005475615,0.4951668],"study_design_scores_gemma":[0.0001194453,0.000231975,0.002518729,0.7335902,0.01023344,0.0009846867,0.0006174244,0.0003042021,0.0003574409,0.002109609,0.2488469,0.00008584261],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00005675956,0.9996305,0.00004239904,0.00007960632,0.00003535407,0.000009816628,0.00001261139,0.000001187775,0.0001318838],"genre_scores_gemma":[0.0005072269,0.9991645,0.0001292917,0.0001058044,0.00003035894,0.0000123257,0.00001167847,6.841727e-7,0.00003829105],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006771313,"threshold_uncertainty_score":0.02046758,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4019759839381257,"score_gpt":0.4835133128378309,"score_spread":0.08153732889970522,"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."}}