{"id":"W4402166321","doi":"10.2196/preprints.65924","title":"Immersive virtual reality improves delayed nausea and depression during paclitaxel/carboplatin or paclitaxel/carboplatin plus bevacizumab therapy: A two-arm randomized controlled trial (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Nausea and vomiting management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Carboplatin; Paclitaxel; Nausea; Preprint; Bevacizumab; Medicine; Randomized controlled trial; Oncology; Internal medicine; Computer science; Chemotherapy; World Wide Web; Cisplatin","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001274794,0.00119635,0.002563348,0.0003284646,0.0003508239,0.0009331377,0.0006740129,0.001499056,0.00868702],"category_scores_gemma":[0.001586365,0.0004681339,0.002538556,0.0003248794,0.0006222602,0.0007152266,0.0004364049,0.001620592,0.0006586296],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004656774,"about_ca_system_score_gemma":0.0008630254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009384307,"about_ca_topic_score_gemma":0.001422979,"domain_scores_codex":[0.9994103,0.0003053826,0.0000656047,0.00009380999,0.00005048185,0.00007441185],"domain_scores_gemma":[0.9993424,0.0002022646,0.0001787388,0.00005820334,0.00005753425,0.0001609119],"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":[0.9633005,0.01504851,0.0002876415,0.00147981,0.001554273,0.00002141787,0.00003115221,0.0001626519,0.001660227,0.00005972632,0.0006166927,0.01577734],"study_design_scores_gemma":[0.9287362,0.06800704,0.00134519,0.00006045774,0.0008565179,0.00001117644,0.00001744627,0.0002976473,0.0002438477,0.00004050658,0.00037215,0.0000118091],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9803038,0.006605168,0.0007709567,0.0007823913,0.001541461,0.007078061,0.001040746,0.0001537722,0.001723548],"genre_scores_gemma":[0.9694175,0.005689199,0.003179657,0.001415282,0.001368796,0.01429089,0.001069491,0.00002406929,0.003544979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00868702,"threshold_uncertainty_score":0.02906096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02412346026146477,"score_gpt":0.3184726343542166,"score_spread":0.2943491740927518,"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."}}