{"id":"W4399270087","doi":"10.61838/kman.jppr.1.4.1","title":"Neurorehabilitation Success: How Personality Influences Recovery","year":2023,"lang":"en","type":"article","venue":"Journal of Personality and Psychosomatic Research","topic":"Resilience and Mental Health","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Rehabilitation Institute","funders":"","keywords":"Neurorehabilitation; Personality; Psychology; Physical medicine and rehabilitation; Applied psychology; Rehabilitation; Medicine; Social psychology; Neuroscience","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":[0.001382341,0.0001733644,0.0002139989,0.0004413028,0.0007092137,0.001669877,0.000234498,0.0003182115,0.002232229],"category_scores_gemma":[0.007361315,0.0001073928,0.0003472511,0.0003527876,0.0006849193,0.000575704,0.001114792,0.0008770361,0.0002416672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005310134,"about_ca_system_score_gemma":0.0005318013,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003072748,"about_ca_topic_score_gemma":0.005245608,"domain_scores_codex":[0.9987581,0.0006146205,0.00008445065,0.0001111731,0.0002413377,0.0001903535],"domain_scores_gemma":[0.996864,0.001044989,0.001019194,0.000191439,0.0002560093,0.0006243669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002304358,0.0002782751,0.8770063,0.0001680552,0.0003926677,0.0003965276,0.006908882,0.000398543,0.001438194,0.001586806,0.001502617,0.1096927],"study_design_scores_gemma":[0.000003703891,0.0000750159,0.9950465,0.00008467954,0.00004007687,0.0002898769,0.002070671,0.0003998706,0.0001210106,0.0007943774,0.001059984,0.00001429233],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882995,0.001373802,0.001062028,0.002260949,0.00005864388,0.00002524641,0.00007807883,0.00001379245,0.006827946],"genre_scores_gemma":[0.9990428,0.0003781691,0.0001896891,0.00009458682,0.00001024937,0.000004555638,0.00001856997,0.000002733017,0.0002585326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003072748,"threshold_uncertainty_score":0.007467508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168428707045598,"score_gpt":0.5094329889357149,"score_spread":0.3410042818901169,"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."}}