{"id":"W4312203823","doi":"10.1016/j.joms.2022.11.011","title":"The Use of Virtual Reality to Reduce Pain and Anxiety in Surgical Procedures of the Oral Cavity: A Scoping Review","year":2022,"lang":"en","type":"review","venue":"Journal of Oral and Maxillofacial Surgery","topic":"Dental Anxiety and Anesthesia Techniques","field":"Dentistry","cited_by":28,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Anxiety; Oral cavity; Virtual reality; Surgical procedures; Dentistry; Surgery; Psychiatry; Human–computer interaction","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":[0.004929719,0.0003013088,0.002163207,0.0001226114,0.000163622,0.00006425896,0.0003192297,0.0001693637,0.00003452356],"category_scores_gemma":[0.001512445,0.0001614257,0.0008637868,0.0005928081,0.0002468404,0.0002006769,0.000324761,0.0005911473,3.18178e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005911454,"about_ca_system_score_gemma":0.0004810855,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000311417,"about_ca_topic_score_gemma":0.000118052,"domain_scores_codex":[0.9961407,0.00103999,0.001751369,0.0002399375,0.0005790953,0.0002488927],"domain_scores_gemma":[0.9975685,0.0004949985,0.001483717,0.0002410253,0.00009459852,0.0001171204],"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":[0.0001000338,0.00007721703,0.001476701,0.01663432,0.00005080186,0.0001416106,0.00002139419,2.544224e-7,0.000001792432,0.00006635529,0.0009498592,0.9804797],"study_design_scores_gemma":[0.0000718536,0.0000872762,0.0005284738,0.07551192,0.0001567985,0.001667528,0.00002119974,2.961563e-7,0.000006724282,0.00003663588,0.9217393,0.0001719871],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.009413157,0.9891843,0.000002296385,0.0002551136,0.0002623793,0.0008096771,0.000050697,0.000008671242,0.00001373908],"genre_scores_gemma":[0.0004294733,0.9992127,0.00002970456,0.0001530005,0.00003041512,0.00003069814,0.000005327291,0.0000205026,0.00008814394],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9803077,"threshold_uncertainty_score":0.658275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1292682482227135,"score_gpt":0.3637710385416853,"score_spread":0.2345027903189718,"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."}}