{"id":"W2992853608","doi":"10.15173/m.v1i30.1885","title":"The Virtual Reality of Our Healthcare System","year":2018,"lang":"en","type":"article","venue":"The Meducator","topic":"Telemedicine and Telehealth Implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Health care; Healthcare system; Virtual reality; Peer review; Population health; Nursing; Psychology; Medicine; Computer science; Human–computer interaction; Public health; Biology; Economics; Economic growth","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001102514,0.00007911822,0.0001801237,0.00003044891,0.0002798536,0.000005379437,0.0001374654,0.00003116876,0.00001944436],"category_scores_gemma":[0.0001736655,0.00003716471,0.00004150364,0.0001806758,0.0001181884,0.00001919607,0.00002642665,0.0001263486,0.00004873794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009444601,"about_ca_system_score_gemma":0.0004434657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001097703,"about_ca_topic_score_gemma":0.000236894,"domain_scores_codex":[0.9988148,0.0001535281,0.0003724446,0.0001152872,0.0003010518,0.0002429546],"domain_scores_gemma":[0.9988737,0.00012625,0.000176237,0.0004839088,0.0002035588,0.0001363435],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001557292,0.000320339,0.05778807,0.001744517,0.0003314962,0.000009475096,0.03082928,1.377141e-7,0.00313397,0.09944404,0.5604787,0.2443627],"study_design_scores_gemma":[0.00319381,0.005058425,0.3310982,0.0005432401,0.0003543034,0.0003037551,0.2992894,0.00007910307,0.01868504,0.0004696587,0.3406902,0.0002348018],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8631247,0.0003194749,0.00005494922,0.133247,0.001473385,0.0006498164,0.00001434337,0.00005050865,0.001065856],"genre_scores_gemma":[0.9959635,0.00002868084,0.00004165828,0.001625148,0.001810214,0.00003597412,0.00001069413,0.00001164385,0.000472459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2733102,"threshold_uncertainty_score":0.2152436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819334089639962,"score_gpt":0.4077517463089566,"score_spread":0.3495584054125569,"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."}}