{"id":"W1782555352","doi":"10.3233/rnn-2002-00204","title":"Quality of life in patients with multiple injuries -- basic issues, assessment, and recommendations","year":2002,"lang":"en","type":"article","venue":"Restorative Neurology and Neuroscience","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":96,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Quality of life (healthcare); Population; Scale (ratio); Medicine; Consistency (knowledge bases); Psychology; Quality (philosophy); Gerontology; Computer science; Nursing","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":[0.0001056967,0.00008832044,0.0002262568,0.00008494758,0.0001132301,0.000004436238,0.00003670229,0.0000314729,0.00001136919],"category_scores_gemma":[0.0003263004,0.0000674259,0.00001077882,0.0002204175,0.00054353,0.0001318022,0.0000418087,0.0001602196,3.664422e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000042072,"about_ca_system_score_gemma":0.00001767819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004532828,"about_ca_topic_score_gemma":0.000141459,"domain_scores_codex":[0.9991376,0.0001609053,0.0001946425,0.0002621596,0.000116709,0.000127937],"domain_scores_gemma":[0.9995559,0.000129942,0.0000823415,0.0001071992,0.00006340924,0.00006121916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650127,0.0001486925,0.9973531,0.00001752918,0.000002515183,0.000001687802,0.0003808365,0.000001400302,0.0007186634,0.0002114747,0.000252611,0.0007465165],"study_design_scores_gemma":[0.001025224,0.001345877,0.996321,0.000007285811,0.000005147117,0.000001078905,0.00004320019,0.0000733994,0.00004385107,0.00002200575,0.001057118,0.0000548377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951395,0.0002075736,0.00001770867,0.003979395,0.0001094503,0.0001707183,0.00001497569,0.00001103379,0.0003496227],"genre_scores_gemma":[0.9985523,0.0004237427,0.00007930076,0.0008878306,0.000007847474,0.000008967362,0.000001750281,0.000004027653,0.00003421985],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003412791,"threshold_uncertainty_score":0.2749548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06369333361606233,"score_gpt":0.3585447403684632,"score_spread":0.2948514067524009,"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."}}