{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001690553,0.0003070002,0.0002732049,0.0008216396,0.001842131,0.008254252,0.0008031593,0.001516425,0.01586609],"category_scores_gemma":[0.004621242,0.0001897994,0.000363966,0.0007229153,0.002757841,0.004716392,0.005479761,0.001640402,0.002287827],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001541803,"about_ca_system_score_gemma":0.00279235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00335229,"about_ca_topic_score_gemma":0.002417399,"domain_scores_codex":[0.9972116,0.001702187,0.0001029813,0.0001855971,0.0005518636,0.0002457689],"domain_scores_gemma":[0.9979993,0.0007496795,0.0002132977,0.0002423705,0.0002773835,0.0005178704],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008508024,0.0001261607,0.006059282,0.000653793,0.00006903312,0.0008139531,0.01203465,0.00253698,0.002579665,0.4396467,0.1266906,0.4087041],"study_design_scores_gemma":[0.00001521044,0.0001941816,0.004523857,0.0008345648,0.00003559878,0.001473196,0.009729802,0.001649283,0.000490264,0.04485473,0.9361202,0.0000790724],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0688301,0.03931696,0.07494583,0.1864177,0.005498096,0.0002035061,0.000763914,0.001319637,0.6227041],"genre_scores_gemma":[0.8768532,0.02169196,0.03933294,0.01545197,0.00164557,0.0001969894,0.0003246949,0.0001641002,0.04433865],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.01586609,"threshold_uncertainty_score":0.0530774,"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."}}