{"id":"W2090142706","doi":"10.3109/02699051003789252","title":"Perceptions of traumatic brain injury network participants about network performance","year":2010,"lang":"en","type":"article","venue":"Brain Injury","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National d'Excellence en Santé et en Services Sociaux; Université de Montréal; Centre for Interdisciplinary Research in Rehabilitation; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research","keywords":"Perception; Psychology; Traumatic brain injury; Applied psychology; Network performance; Cognition; Knowledge management; Computer science; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003094361,0.0004669639,0.0009961163,0.0002704744,0.0003915197,0.00006244545,0.0005864036,0.0004417162,0.003851349],"category_scores_gemma":[0.001497821,0.0004285349,0.0003254774,0.001241842,0.0008036604,0.0002909246,0.000209542,0.001573681,0.0005744527],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008462911,"about_ca_system_score_gemma":0.0004814545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004085069,"about_ca_topic_score_gemma":0.00008450979,"domain_scores_codex":[0.9949906,0.0003097188,0.001329836,0.000642899,0.001027837,0.001699124],"domain_scores_gemma":[0.9959881,0.001148088,0.0003279635,0.001567428,0.0002865031,0.0006819727],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001746431,0.0009703001,0.1760655,0.001328869,0.0004810046,0.00002579172,0.003091375,0.0002511163,0.04948242,0.003727257,0.6042145,0.1586155],"study_design_scores_gemma":[0.002185117,0.00211613,0.9529027,0.001227594,0.0002137875,0.0001160485,0.0005109725,0.006004016,0.001684899,0.001454539,0.03079778,0.0007863693],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9831698,0.00009729958,0.0002324504,0.005252182,0.0009826475,0.001311194,0.00006504075,0.0002450891,0.008644276],"genre_scores_gemma":[0.9836661,0.00004922918,0.006863855,0.002751454,0.001875229,0.0002440724,0.00006306428,0.0001241886,0.004362826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7768373,"threshold_uncertainty_score":0.9998167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06810850568598097,"score_gpt":0.3709396980788366,"score_spread":0.3028311923928557,"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."}}