{"id":"W4377221071","doi":"10.1089/neu.2022.0370","title":"An At-Home, Virtually Administered Graded Exertion Protocol for Use in Concussion Management: Preliminary Evaluation of Safety and Feasibility for Determining Clearance to Return to High-Intensity Exercise in Healthy Youth and Children With Subacute Concussion","year":2023,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Children's Hospital; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Concordia University","funders":"","keywords":"Concussion; Medicine; Physical therapy; Treadmill; Heart rate; Exercise intensity; Athletes; Physical medicine and rehabilitation; Poison control; Injury prevention; Internal medicine; Emergency medicine; Blood pressure","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":[0.002725645,0.0007518962,0.0007331769,0.0004469476,0.0003058416,0.0002381561,0.0006610615,0.0005979702,0.0014061],"category_scores_gemma":[0.003384021,0.0002600786,0.0005203084,0.0002240905,0.0004799211,0.0003860987,0.0005082621,0.0004579771,0.0002236033],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00026495,"about_ca_system_score_gemma":0.0007736023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001046546,"about_ca_topic_score_gemma":0.002375151,"domain_scores_codex":[0.9980665,0.0009597673,0.0002486191,0.0002157314,0.0003557434,0.0001536611],"domain_scores_gemma":[0.9978605,0.0006330759,0.0005531527,0.0001857492,0.000303742,0.0004638311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2245732,0.1786841,0.3094652,0.001993653,0.0005232619,0.00121604,0.003410133,0.004033293,0.08730478,0.0002743329,0.0009733459,0.1875487],"study_design_scores_gemma":[0.007664752,0.5767521,0.4034108,0.00006668903,0.0001926072,0.0004043338,0.0004960154,0.001800146,0.008344031,0.00004029978,0.0007851382,0.00004318354],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960206,0.00007260944,0.0009509619,0.00001236009,0.000006766185,0.002399446,0.0001292979,0.00001572281,0.0003923478],"genre_scores_gemma":[0.9821839,0.0001928714,0.008302863,0.00004165004,0.00002216193,0.008315962,0.0004378551,0.000009269922,0.000493518],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002725645,"threshold_uncertainty_score":0.01441479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2452201557738146,"score_gpt":0.4383916748796077,"score_spread":0.1931715191057931,"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."}}