{"id":"W4391691754","doi":"10.2196/preprints.57226","title":"Smartphone App–Delivered Mindfulness-Based Intervention for Mild Traumatic Brain Injury in Adolescents: Protocol for a Feasibility Randomized Controlled Trial (Preprint)","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Randomized controlled trial; Mindfulness; Intervention (counseling); Concussion; Medicine; Anxiety; Quality of life (healthcare); Cognition; Physical therapy; Clinical psychology; Psychiatry; Psychology; Poison control; Injury prevention","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02360056,0.004869718,0.008664223,0.002232781,0.003757135,0.00453189,0.003193878,0.006221478,0.1039376],"category_scores_gemma":[0.02284929,0.0034594,0.005418053,0.002546501,0.002748079,0.0038592,0.002049535,0.008099394,0.01661489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004928474,"about_ca_system_score_gemma":0.01464118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003854247,"about_ca_topic_score_gemma":0.007047192,"domain_scores_codex":[0.9889232,0.005800605,0.001480952,0.001056377,0.001387928,0.001351042],"domain_scores_gemma":[0.9925965,0.002079092,0.001472976,0.0009353476,0.001920232,0.0009959391],"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":[0.7555919,0.03819648,0.001144878,0.05766388,0.003566475,0.0005446979,0.001081042,0.002749719,0.004119781,0.00747961,0.05003911,0.07782254],"study_design_scores_gemma":[0.922562,0.02684563,0.002479201,0.006683947,0.001027965,0.00007800658,0.0002801196,0.001453579,0.000945988,0.002576494,0.03493332,0.0001337499],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0009122429,0.0001224522,0.0004356739,0.0001159625,0.0001904885,0.9974075,0.0004891405,0.00004264733,0.0002838911],"genre_scores_gemma":[0.0007113624,0.0000678631,0.0007321684,0.00008921143,0.00002722942,0.9981199,0.00005906134,0.000002400467,0.000190875],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1039376,"threshold_uncertainty_score":0.347706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1155909805316974,"score_gpt":0.4405140675096755,"score_spread":0.3249230869779781,"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."}}