{"id":"W4391406603","doi":"10.1136/bjsports-2023-concussion.288","title":"6.10 Predictors of post-concussion disability","year":2024,"lang":"en","type":"article","venue":"","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Hamilton Health Sciences; Ottawa Hospital; Fowler Kennedy Sport Medicine Clinic; Lawson Health Research Institute; Lakehead University; Western University","funders":"","keywords":"Rivermead post-concussion symptoms questionnaire; Observational study; Medicine; Concussion; Physical therapy; Traumatic brain injury; Post-concussion syndrome; Rehabilitation; Internal medicine; Physical medicine and rehabilitation; Poison control; Injury prevention; Psychiatry; Emergency medicine","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":[0.001226822,0.0003147883,0.0002649083,0.0007407435,0.0004279407,0.00101356,0.0006007826,0.0006751589,0.01172162],"category_scores_gemma":[0.006889504,0.0002379472,0.0009625872,0.0007758171,0.0002672613,0.000599563,0.0009599518,0.0008971957,0.001821359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003664054,"about_ca_system_score_gemma":0.001134994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01181955,"about_ca_topic_score_gemma":0.01322323,"domain_scores_codex":[0.9992711,0.0001638713,0.0001080179,0.0001341894,0.0001411342,0.0001816299],"domain_scores_gemma":[0.9967694,0.0007030643,0.001235635,0.0001542275,0.0005595863,0.0005780866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006007051,0.00003661714,0.996573,0.00003304079,0.00005435522,0.00002538205,0.00003632851,0.00005518129,0.00002550425,0.00004196534,0.0009704756,0.002088108],"study_design_scores_gemma":[0.00000884325,0.00006140891,0.9986016,0.00004123861,0.00003094715,0.0001248607,0.0002117494,0.0003372514,0.00003580335,0.00007136253,0.0004707673,0.00000410477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9844184,0.0008878583,0.0003873554,0.001363933,0.00008081887,0.0000675437,0.008980762,0.000045104,0.003768342],"genre_scores_gemma":[0.9944242,0.0002237601,0.0002722219,0.00008633133,0.00005163079,0.00004294031,0.003888207,0.000009324023,0.00100137],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01181955,"threshold_uncertainty_score":0.0392127,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04127908566602573,"score_gpt":0.3533206687436443,"score_spread":0.3120415830776185,"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."}}