{"id":"W2056939142","doi":"10.1097/htr.0b013e3181c7e60b","title":"Participant-Proxy Agreement on Objective and Subjective Aspects of Societal Participation Following Traumatic Brain Injury","year":2010,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada)","funders":"","keywords":"Traumatic brain injury; Proxy (statistics); Psychology; Clinical psychology; Physical medicine and rehabilitation; Medicine; Psychiatry; Mathematics; Statistics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002797785,0.0002101537,0.0006906131,0.000407882,0.0001074324,0.00002928023,0.00009915283,0.0001529169,0.00007316919],"category_scores_gemma":[0.004630004,0.0001720689,0.0003643685,0.0003687667,0.000281971,0.0003655101,0.00001882899,0.0007474715,0.000007979835],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001795304,"about_ca_system_score_gemma":0.0002698065,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000316562,"about_ca_topic_score_gemma":0.00007672307,"domain_scores_codex":[0.9968114,0.0003431278,0.001188079,0.0002608514,0.001046892,0.000349609],"domain_scores_gemma":[0.9958274,0.002504879,0.0005809318,0.0002857418,0.000545215,0.0002558351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.009117794,0.006910494,0.1696004,0.00240897,0.002258991,0.00008624486,0.1457948,0.0001126342,0.4632603,0.009932353,0.00116969,0.1893473],"study_design_scores_gemma":[0.004162565,0.01361391,0.9444051,0.0006915883,0.0003135432,0.00005781085,0.01030171,0.0005729174,0.01979583,0.005881282,0.00003658201,0.0001671202],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925458,0.00005621263,0.0002034466,0.005166979,0.0003325083,0.000964586,0.00000732332,0.00001621891,0.0007069245],"genre_scores_gemma":[0.9944507,0.000002278148,0.005215678,0.00009938305,0.0001307492,0.000043211,0.000003238523,0.00002733826,0.0000274012],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7748047,"threshold_uncertainty_score":0.7016768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06977429324911247,"score_gpt":0.4045555880332786,"score_spread":0.3347812947841662,"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."}}