{"id":"W2906862816","doi":"10.2196/11921","title":"Use of Smartphone-Based Head-Mounted Display Devices to View a Three-Dimensional Dissection Model in a Virtual Reality Environment: Pilot Questionnaire Study","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Virtual reality; Optical head-mounted display; Head (geology); Human–computer interaction; Computer graphics (images); Computer science; Dissection (medical); Smartphone app; Simulation; Computer vision; Medicine; Surgery; Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00069243,0.000161761,0.0002175323,0.000195391,0.0001218439,0.0000714818,0.0004007134,0.00008585827,0.00003354541],"category_scores_gemma":[0.0004221608,0.0001423407,0.00003597427,0.0006824641,0.0001248586,0.0005053577,0.0001241905,0.0001648069,0.00004314697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002300554,"about_ca_system_score_gemma":0.0009896163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00241001,"about_ca_topic_score_gemma":0.005559236,"domain_scores_codex":[0.9977948,0.0001839376,0.0005115238,0.0004852281,0.0007990923,0.000225393],"domain_scores_gemma":[0.9986054,0.0001033481,0.0001496702,0.0006389344,0.0001355322,0.0003670793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001367064,0.07238846,0.07314773,0.0003150899,0.0001096557,0.000006518265,0.0176272,0.0262679,0.004214186,0.05465076,0.01052527,0.7393802],"study_design_scores_gemma":[0.0004906924,0.001354087,0.3734191,0.000316584,0.000008864454,0.0000036962,0.00005653283,0.6226372,0.00009782658,0.0006322833,0.0008026714,0.000180443],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7534817,0.000016764,0.2405291,0.004973161,0.0001378848,0.0008005036,0.000005280202,0.000041757,0.00001376205],"genre_scores_gemma":[0.9963173,0.000002649708,0.00149821,0.001582051,0.0000800704,0.0004545462,0.00003065757,0.000009606867,0.00002489125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7391998,"threshold_uncertainty_score":0.5804484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04489516288733386,"score_gpt":0.3714892121604529,"score_spread":0.326594049273119,"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."}}