{"id":"W6997144924","doi":"","title":"Traumatic Brain Injury in Older Adults: A Descriptive &amp; Etiologic Analysis","year":2016,"lang":"en","type":"dissertation","venue":"Knowledge Commons (Lakehead University)","topic":"Traumatic Brain Injury Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Logistic regression; Depression (economics); Incidence (geometry); Traumatic brain injury; Confounding; Poison control; Odds ratio; Injury prevention","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":[0.001262643,0.0002640767,0.0004435372,0.003695949,0.0007064268,0.0007068712,0.0004245674,0.0002836404,0.00126637],"category_scores_gemma":[0.00184724,0.0004518405,0.000668602,0.00425311,0.0002910796,0.0006488409,0.000882365,0.0003795935,0.0003341789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001075841,"about_ca_system_score_gemma":0.001417595,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03481279,"about_ca_topic_score_gemma":0.05201057,"domain_scores_codex":[0.9992478,0.00009516491,0.0001721162,0.000107862,0.000261666,0.0001154269],"domain_scores_gemma":[0.9988765,0.0001195277,0.0004323102,0.0001022613,0.0003425335,0.0001267355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004515233,0.00005944152,0.9988437,0.00001531132,0.00001865298,0.0000436409,0.0001037832,0.00001294297,0.00007412898,0.00001274726,0.0001226777,0.0006478864],"study_design_scores_gemma":[0.000006968351,0.00008656756,0.9990871,0.000007161309,0.0000143127,0.00009366399,0.0003138394,0.00007581995,0.00002529057,0.000009912075,0.0002768131,0.000002615585],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927427,0.0001708631,0.000264218,0.00004332824,0.000005924474,0.0002686985,0.005594736,0.000007453298,0.0009021021],"genre_scores_gemma":[0.989783,0.0003203228,0.0006915767,0.0001078608,0.0000253768,0.0006962438,0.007787346,0.000005621524,0.0005826298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03481279,"threshold_uncertainty_score":0.06922036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06680441050788757,"score_gpt":0.3311664628992865,"score_spread":0.264362052391399,"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."}}