{"id":"W3165327159","doi":"10.24018/ejmed.2021.3.3.858","title":"Validation of the Insomnia Severity Index on Patients Recovering from High Impact Car Accidents","year":2021,"lang":"en","type":"article","venue":"European Journal of Medical and Health Sciences","topic":"Sleep and related disorders","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Anxiety; Whiplash; Psychology; Rivermead post-concussion symptoms questionnaire; Poison control; Physical therapy; Depression (economics); Population; Clinical psychology; Psychiatry; Medicine; Rehabilitation","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":[0.001826407,0.00005752984,0.0001430426,0.00004908217,0.0001519231,0.00002048457,0.0002778003,0.00003398277,0.0004974315],"category_scores_gemma":[0.0002153168,0.00003062959,0.00005249546,0.0002099511,0.000148492,0.00006881294,0.00006089583,0.0003126175,0.000006805954],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001903183,"about_ca_system_score_gemma":0.0002059526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003539493,"about_ca_topic_score_gemma":0.00001158305,"domain_scores_codex":[0.998027,0.0005996044,0.0003901124,0.0001159719,0.0007288067,0.0001384814],"domain_scores_gemma":[0.9992192,0.0000810192,0.0003723288,0.00007911838,0.00006017497,0.0001881685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007312124,0.0003496789,0.8638176,0.00001105791,0.00009603081,0.00004735012,0.002955719,0.00006832632,0.00001021003,0.00006001575,0.003270057,0.1292408],"study_design_scores_gemma":[0.001137145,0.0003865238,0.9971693,0.0002260274,0.000008836149,0.00001496889,0.0004473221,0.00001560439,0.00002674385,0.0001566186,0.0003770848,0.00003383218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924011,0.0005811468,0.00003340345,0.004316201,0.001593922,0.00003429177,0.000004058814,0.000002181698,0.001033696],"genre_scores_gemma":[0.9981825,0.0004986599,0.00002523773,0.001166855,0.0001073175,7.5817e-8,0.000001091698,0.000003406073,0.00001479195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1333517,"threshold_uncertainty_score":0.5446526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388769853273978,"score_gpt":0.3504343273737203,"score_spread":0.3165466288409806,"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."}}