{"id":"W4391847491","doi":"10.21203/rs.3.rs-3951661/v1","title":"Effectiveness of Personalized Rehabilitation in Adults Suffering from Persistent Concussion Symptoms as Compared to Usual Care: A Randomized Control Trial Protocol","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Concussion; Randomized controlled trial; Rehabilitation; Protocol (science); Medicine; Physical medicine and rehabilitation; Physical therapy; Alternative medicine; Injury prevention; Poison control; Medical emergency; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01303597,0.005221302,0.009012427,0.002527536,0.002273914,0.002896583,0.003130302,0.007886073,0.03125134],"category_scores_gemma":[0.01449227,0.001984528,0.004697531,0.001835957,0.003022185,0.002924858,0.001656774,0.005176144,0.004315491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002697083,"about_ca_system_score_gemma":0.006827793,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002150088,"about_ca_topic_score_gemma":0.002901517,"domain_scores_codex":[0.9897525,0.005955418,0.001014147,0.001122237,0.0009327068,0.001223072],"domain_scores_gemma":[0.9929987,0.002290493,0.001684029,0.0006150273,0.0009945722,0.001417176],"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":[0.976976,0.01378025,0.0002554415,0.001841398,0.0008235003,0.000040602,0.00005873766,0.0002445007,0.0003788042,0.0001924896,0.0009225295,0.004485649],"study_design_scores_gemma":[0.9762206,0.02164943,0.0004452807,0.0001181165,0.000364118,0.000007203262,0.00001879699,0.0002682008,0.0001149128,0.0001761237,0.0006032883,0.0000139714],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.07685392,0.001267329,0.001840546,0.0006546081,0.001115683,0.9138924,0.00203506,0.0002788217,0.002061603],"genre_scores_gemma":[0.05642647,0.000503668,0.003622758,0.0006413795,0.0003453532,0.9362839,0.0003883345,0.0000141217,0.001773921],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.03125134,"threshold_uncertainty_score":0.1045461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04850375025093945,"score_gpt":0.440771384192911,"score_spread":0.3922676339419715,"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."}}