{"id":"W4410918434","doi":"10.2196/72917","title":"Virtual Reality for Analgesia During Intrauterine Device Insertion: Randomized Controlled Trial","year":2025,"lang":"en","type":"article","venue":"JMIR Serious Games","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Virtual reality; Randomized controlled trial; Medicine; Computer science; Surgery; World Wide Web; Human–computer interaction","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":[0.0003267648,0.0001913598,0.001339149,0.0001302858,0.0001497776,0.00003580719,0.00006570815,0.0001223229,0.0002059487],"category_scores_gemma":[0.0005740985,0.0001266276,0.0004718533,0.0001779303,0.00008484955,0.00005543411,0.00003241089,0.000103329,0.00001002937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009519759,"about_ca_system_score_gemma":0.00009852137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001975244,"about_ca_topic_score_gemma":0.00002788291,"domain_scores_codex":[0.9986427,0.0001507625,0.0005633322,0.0002842585,0.0001238945,0.0002350864],"domain_scores_gemma":[0.9988698,0.0005322283,0.0001401018,0.0002411859,0.0001261161,0.00009056705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9892272,0.0006568793,0.000182922,0.0000837671,0.0009217106,0.00003570103,0.00003929901,0.000003228035,0.0004276519,0.004602477,0.0003119888,0.003507115],"study_design_scores_gemma":[0.9651476,0.0007810876,0.02942744,0.00006451657,0.0005594409,0.000004801521,0.00003924232,0.0001644027,0.0003381692,0.001777314,0.001590976,0.000104969],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9836681,0.0001442497,0.0005166194,0.002584972,0.0003733914,0.009725653,0.00001593018,0.0001395341,0.002831566],"genre_scores_gemma":[0.9882905,0.00005852414,0.0003249985,0.0004126523,0.00009493119,0.006794198,0.0000847351,0.00001048549,0.003929003],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02924452,"threshold_uncertainty_score":0.5163724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01548399294197319,"score_gpt":0.3260976540529017,"score_spread":0.3106136611109285,"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."}}