{"id":"W2941837452","doi":"10.1097/01.ju.0000555247.96110.71","title":"PD08-02 IMMERSIVE VIRTUAL-REALITY FOR PERCUTANOUS NEPHROLITHOTOMY: IMPACT ON PATIENT EDUCATION, SURGICAL PLANNING AND TREATMENT OUTCOME","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Outcome (game theory); Virtual reality; Human–computer interaction; Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002122133,0.0001195338,0.0002910962,0.00008609219,0.00003993454,0.000003779215,0.00009929713,0.000124236,0.00004981662],"category_scores_gemma":[0.00003303442,0.00006584651,0.00009095297,0.00004414395,0.00006820996,0.00003196521,0.00001339284,0.0002288294,0.000007152166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000145502,"about_ca_system_score_gemma":0.00006327892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001567155,"about_ca_topic_score_gemma":0.000001242662,"domain_scores_codex":[0.9993221,0.00006380463,0.0002698702,0.00006773503,0.00007650296,0.0002000159],"domain_scores_gemma":[0.999252,0.0003931676,0.00009819179,0.0001243682,0.00004072204,0.00009151415],"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":[0.01609172,0.002214003,0.08720054,0.0001526948,0.004592789,0.0005936114,0.02483218,0.1076193,0.005217428,0.03165248,0.01240495,0.7074283],"study_design_scores_gemma":[0.01317674,0.07681311,0.08490726,0.0001417639,0.001476474,0.02071486,0.01256475,0.03182541,0.003577569,0.01279139,0.7406443,0.001366398],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955751,0.001365762,0.0005655175,0.00136118,0.0003794615,0.0002043586,0.000007187628,0.00001567998,0.000525723],"genre_scores_gemma":[0.9992319,0.0002809297,0.00003175285,0.000311985,0.00009813286,0.000004860859,0.000001839667,0.00001108227,0.00002745396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7282393,"threshold_uncertainty_score":0.2685142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01298893948344915,"score_gpt":0.2922568110046416,"score_spread":0.2792678715211924,"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."}}