{"id":"W4280643854","doi":"10.21203/rs.3.rs-1606031/v1","title":"Clinician Reports of Self-Awareness after Traumatic Brain Injury: A Retrospective Chart Review","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Traumatic brain injury; Thematic analysis; Rehabilitation; Intervention (counseling); Self-awareness; Medicine; Psychology; Acquired brain injury; Clinical psychology; Psychiatry; Physical therapy; Qualitative research","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007096059,0.0002604125,0.0007305163,0.004460136,0.001110403,0.001225117,0.0006893599,0.0005269118,0.001240557],"category_scores_gemma":[0.02774866,0.0005116555,0.0003574033,0.004684331,0.0009894897,0.0009541979,0.00106194,0.0005044453,0.0004618154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002123946,"about_ca_system_score_gemma":0.003711579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009255994,"about_ca_topic_score_gemma":0.01034128,"domain_scores_codex":[0.9905388,0.002999096,0.003231023,0.0007907471,0.001962684,0.0004776475],"domain_scores_gemma":[0.9443328,0.01921118,0.02094401,0.0022122,0.01204652,0.001253398],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002335992,0.0001879912,0.9299802,0.002454846,0.00008055293,0.004724301,0.03517155,0.0001056486,0.0007024629,0.0001407522,0.002354625,0.02386356],"study_design_scores_gemma":[0.00003408334,0.0008274695,0.9130592,0.002551068,0.000141481,0.0106765,0.06039346,0.0003133812,0.001263663,0.00007294134,0.0105883,0.00007838804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891533,0.004483226,0.0007286622,0.0002637505,0.00003280145,0.00122421,0.002424337,0.00002600618,0.001663761],"genre_scores_gemma":[0.9919871,0.00384773,0.001178678,0.0001632538,0.00002192077,0.0008762498,0.001545132,0.00001073831,0.0003691652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009255994,"threshold_uncertainty_score":0.03752798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1653059352501603,"score_gpt":0.5017160828530424,"score_spread":0.3364101476028821,"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."}}