{"id":"W4411489146","doi":"10.1177/17589983251345393","title":"Preoperative rehabilitation and education program for surgery (PREPS): A pilot randomized control trial protocol","year":2025,"lang":"en","type":"article","venue":"Hand Therapy","topic":"Shoulder Injury and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic; Western University","funders":"","keywords":"Medicine; Randomized controlled trial; Rehabilitation; Physical therapy; Protocol (science); Prehabilitation; Physical medicine and rehabilitation; Surgery; Alternative medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0267981,0.00463641,0.005502566,0.002098634,0.002691412,0.002416792,0.002747224,0.005038969,0.04290453],"category_scores_gemma":[0.01799059,0.002056978,0.002609992,0.001900233,0.003220497,0.00231412,0.00178112,0.005277638,0.00533348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745825,"about_ca_system_score_gemma":0.01337545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002295373,"about_ca_topic_score_gemma":0.003846998,"domain_scores_codex":[0.9836399,0.01116469,0.001284666,0.001071325,0.001310881,0.001528529],"domain_scores_gemma":[0.9896799,0.00360983,0.001911042,0.001273565,0.001771883,0.001753783],"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":[0.8923274,0.0674341,0.001186155,0.004981484,0.0009145284,0.0001451222,0.0004002796,0.001244199,0.001190902,0.001381474,0.006310623,0.02248385],"study_design_scores_gemma":[0.9278247,0.06460427,0.00140322,0.000320484,0.0002765279,0.00002770505,0.00008690026,0.0008054636,0.0003371481,0.0005982264,0.003683075,0.00003230432],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01019458,0.0001245603,0.001383905,0.0002121855,0.0002558084,0.9863886,0.000730269,0.00008650633,0.0006235876],"genre_scores_gemma":[0.007486463,0.00006147531,0.002633014,0.0001653435,0.00004855303,0.9890584,0.0001100732,0.000003703573,0.0004330293],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.04290453,"threshold_uncertainty_score":0.14353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02651545086587805,"score_gpt":0.3889655714195768,"score_spread":0.3624501205536987,"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."}}