{"id":"W4292295441","doi":"10.1089/neu.2022.0232","title":"Predictors of Social Participation Outcome after Traumatic Brain Injury Differ According to Rehabilitation Pathways","year":2022,"lang":"en","type":"article","venue":"Journal of Neurotrauma","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation","funders":"","keywords":"Rehabilitation; Traumatic brain injury; Medicine; Physical therapy; Outpatient clinic; Physical medicine and rehabilitation; Psychiatry; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005867475,0.0003121637,0.0002307143,0.000891907,0.0005180217,0.0007391858,0.0004714426,0.0003908493,0.002840185],"category_scores_gemma":[0.004746576,0.0001265493,0.0005336384,0.0007514041,0.0003833415,0.0006005713,0.001488085,0.0007374342,0.0003280891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004339303,"about_ca_system_score_gemma":0.0006139731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008889562,"about_ca_topic_score_gemma":0.01218459,"domain_scores_codex":[0.9995259,0.0001216697,0.00005006776,0.00007066155,0.00006876515,0.0001629473],"domain_scores_gemma":[0.9979966,0.0002331482,0.001026916,0.00006838743,0.0001763284,0.000498592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005370931,0.00004858228,0.9982129,0.000004816215,0.00002494433,0.00003370142,0.00009540722,0.00004635449,0.00002490499,0.00001484607,0.00005049567,0.001389383],"study_design_scores_gemma":[0.000002098488,0.00004563511,0.9992907,0.000008269399,0.000005953874,0.00004586553,0.0003742804,0.0001458205,0.00001354665,0.00003060316,0.00003543649,0.000001900169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995246,0.0000485301,0.00002091679,0.00005457353,0.000002192332,0.000005751042,0.00009062984,0.000001698098,0.0002511644],"genre_scores_gemma":[0.9996692,0.00003732802,0.00001767643,0.000007534115,0.000003099334,0.000005363638,0.000177556,9.471049e-7,0.00008135424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008889562,"threshold_uncertainty_score":0.01767564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1610885540803265,"score_gpt":0.412223351211751,"score_spread":0.2511347971314244,"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."}}