{"id":"W2336868759","doi":"10.2196/ijmr.4295","title":"YouTube Videos to Create a “Virtual Hospital Experience” for Hip and Knee Replacement Patients to Decrease Preoperative Anxiety: A Randomized Trial","year":2016,"lang":"en","type":"article","venue":"Interactive Journal of Medical Research","topic":"Music Therapy and Health","field":"Psychology","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Medicine; Anxiety; Physical therapy; Reimbursement; Patient education; Orthopedic surgery; Patient satisfaction; Health care; Surgery; Nursing; Psychiatry","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":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.009880777,0.0001864507,0.0007320498,0.0004321909,0.0001777415,0.00007284959,0.0004277692,0.0001666495,0.006603738],"category_scores_gemma":[0.04686328,0.0001027816,0.0001988751,0.0001950336,0.0003269762,0.0002382192,0.0001868225,0.0006475875,0.00005107778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003207562,"about_ca_system_score_gemma":0.0007241958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002024525,"about_ca_topic_score_gemma":0.00002424364,"domain_scores_codex":[0.9938142,0.002191356,0.0009653403,0.0004273693,0.001970476,0.0006312229],"domain_scores_gemma":[0.9879895,0.007876042,0.0002570687,0.0002490676,0.001369812,0.00225855],"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":[0.8139852,0.0009386809,0.0002726933,0.000006296666,0.0002396991,0.00002799893,0.05131851,5.825952e-8,0.00009438534,0.0006556019,0.0177732,0.1146877],"study_design_scores_gemma":[0.9059423,0.04088463,0.001160249,0.0008943218,0.00003438299,0.00003571709,0.01162087,0.00001546456,0.0003966055,0.0006121971,0.03817238,0.0002309069],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.965449,0.00007633102,0.006804431,0.0216678,0.001635882,0.003906775,0.00003187933,0.000006403272,0.0004214588],"genre_scores_gemma":[0.9943448,0.0001084963,0.0002780826,0.002115723,0.001025427,0.001056653,0.000001375969,0.00002357528,0.00104591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144567,"threshold_uncertainty_score":0.9943044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06528275071029768,"score_gpt":0.4841162578851708,"score_spread":0.4188335071748731,"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."}}