{"id":"W4413976119","doi":"10.1097/htr.0000000000001097","title":"Development and Evaluation of Sleep Disorder Decision Aids for Veterans With Mild Traumatic Brain Injury","year":2025,"lang":"en","type":"article","venue":"Journal of Head Trauma Rehabilitation","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Usability; Obstructive sleep apnea; Scale (ratio); Traumatic brain injury; Polytrauma; Medical emergency; Psychiatry; Emergency medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008229304,0.001062509,0.0004508985,0.0006140246,0.0006249311,0.002157895,0.00169366,0.0008683826,0.003984103],"category_scores_gemma":[0.03659833,0.0004052739,0.0009968836,0.0003020096,0.0006220654,0.001356824,0.001312868,0.0007835978,0.0005275647],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008348819,"about_ca_system_score_gemma":0.001945575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006630285,"about_ca_topic_score_gemma":0.001082456,"domain_scores_codex":[0.9955516,0.00293066,0.0004422954,0.0002303126,0.0006284604,0.0002165796],"domain_scores_gemma":[0.9833983,0.01267018,0.00064286,0.0006681737,0.001828941,0.0007915557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.006320318,0.0104007,0.03633908,0.0101661,0.0003778455,0.001939467,0.03732228,0.01236253,0.02894969,0.003099809,0.01099409,0.8417281],"study_design_scores_gemma":[0.01202233,0.1295459,0.1484919,0.01106455,0.002606394,0.008539474,0.09576146,0.1404739,0.1497145,0.0151591,0.2846489,0.00197154],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.939963,0.0005226483,0.04346141,0.0007097476,0.0002022624,0.007712893,0.0006094553,0.001064813,0.005753818],"genre_scores_gemma":[0.6455098,0.0006734366,0.3423747,0.0003950014,0.0000454548,0.006687402,0.0007909625,0.0001096677,0.003413499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008229304,"threshold_uncertainty_score":0.04352123,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08223999952039213,"score_gpt":0.428390816764449,"score_spread":0.3461508172440569,"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."}}