{"id":"W4224941772","doi":"10.1080/09602011.2022.2067188","title":"Self-perception and behavioural outcomes of early acquired brain injury","year":2022,"lang":"en","type":"article","venue":"Neuropsychological Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Health and Medical Research Council","keywords":"Psychology; Psychosocial; Developmental psychology; Perception; Feeling; Socioeconomic status; Clinical psychology; Population; Medicine; Social psychology; Psychiatry","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":[0.000464794,0.0002200021,0.0002023784,0.0006131633,0.00020064,0.0005051984,0.0001683647,0.0002116187,0.001042811],"category_scores_gemma":[0.002683277,0.0001070927,0.0002394363,0.0003142926,0.0003981827,0.0002658749,0.0004746956,0.0005206029,0.0001652661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00028247,"about_ca_system_score_gemma":0.0001951085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003499201,"about_ca_topic_score_gemma":0.005022768,"domain_scores_codex":[0.9997367,0.00006356699,0.00002552711,0.00003252331,0.0000808585,0.00006092424],"domain_scores_gemma":[0.9977103,0.0002620867,0.001265084,0.00006722589,0.0002333293,0.0004618998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000563758,0.0001206082,0.9968337,0.00001167968,0.00002125061,0.00009913122,0.0004645317,0.00002765837,0.0002765103,0.0000155385,0.00003140486,0.002041702],"study_design_scores_gemma":[5.868991e-7,0.00006362885,0.9995983,0.000002821765,0.000002538468,0.00007783704,0.0001844492,0.00001384297,0.00002782935,0.000006039488,0.00002106754,9.791037e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997266,0.0000629177,0.000009182534,0.000006356511,0.000001152225,0.000001314119,0.00002108502,6.54876e-7,0.0001706276],"genre_scores_gemma":[0.9997364,0.00005497383,0.00002392035,0.00000388057,0.000001407692,0.00000244506,0.00005741549,5.975352e-7,0.0001190578],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003499201,"threshold_uncertainty_score":0.00695771,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06369837391571245,"score_gpt":0.3808661277202672,"score_spread":0.3171677538045548,"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."}}