{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005621052,0.000120061,0.0004606658,0.00009227215,0.0001120453,0.00004919854,0.00001645055,0.00004743317,0.00002600109],"category_scores_gemma":[0.0003331944,0.00007783915,0.000142523,0.00008742845,0.0001125542,0.0000573057,0.000002559475,0.00004462949,6.445833e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003233304,"about_ca_system_score_gemma":0.0003951504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001347206,"about_ca_topic_score_gemma":0.000002563511,"domain_scores_codex":[0.9991215,0.0001990204,0.0002819955,0.0002130758,0.00007687536,0.0001074601],"domain_scores_gemma":[0.9980968,0.001525198,0.00007225196,0.0001382216,0.0001264992,0.00004101453],"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":[0.8465949,0.002527153,0.0008159971,0.0001087899,0.0003193079,2.331754e-7,0.0003681387,1.576859e-7,0.0002124224,0.001078148,0.001030232,0.1469445],"study_design_scores_gemma":[0.966595,0.006216961,0.001184341,0.0001262053,0.0002004904,0.000001743148,0.00006584781,0.00007433825,0.004922789,0.005323419,0.01521176,0.0000771314],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.4140606,0.0002773395,0.001087685,0.003104834,0.0002709713,0.5803246,0.000006303738,0.0000755346,0.0007921793],"genre_scores_gemma":[0.3994749,0.0000136057,0.0008787205,0.0003408694,0.00009470462,0.5984153,0.00001953439,0.000006948745,0.0007554381],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1468673,"threshold_uncertainty_score":0.3174189,"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."}}