{"id":"W7117234095","doi":"10.1016/j.injury.2025.113011","title":"Polypharmacy, Outpatient Prescriptions and TBI Risk: a systematic review","year":2025,"lang":"en","type":"article","venue":"Injury","topic":"Antiplatelet Therapy and Cardiovascular Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sinai Health System; Montreal Heart Institute; Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medical prescription; Risk assessment; MEDLINE; Risk factor; Population; Systematic review","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":[0.0002380628,0.00009375191,0.0004162268,0.00005687,0.00007372886,0.00001151635,0.00004508016,0.00003093945,0.00005146997],"category_scores_gemma":[0.000172217,0.00007004911,0.0002071034,0.0001336773,0.00003789765,0.00003822894,0.00002841551,0.0001059988,0.00002944245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002015706,"about_ca_system_score_gemma":0.0000481885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001647719,"about_ca_topic_score_gemma":5.087094e-7,"domain_scores_codex":[0.9992469,0.0001280134,0.0002356173,0.0001455592,0.0001387888,0.0001051026],"domain_scores_gemma":[0.9994922,0.00002894681,0.00005515389,0.000302148,0.0000497429,0.00007178031],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005439183,0.0006423816,0.02190431,0.8832546,0.005104864,0.00009887739,0.0003439963,8.402997e-7,0.0006863554,0.001315978,0.05057433,0.03552957],"study_design_scores_gemma":[0.007145423,0.0008849243,0.0409416,0.8226091,0.04370308,0.0003256612,0.0006183516,0.000284288,0.003269505,0.0008361558,0.07841045,0.0009714628],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2548036,0.7384614,0.0004567372,0.0007698193,0.0002347651,0.002397383,0.00005245266,0.0001231676,0.002700629],"genre_scores_gemma":[0.912174,0.08178191,0.00006079522,0.003889203,0.00004177456,0.0001742068,0.00001321041,0.0000109757,0.001853939],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6573703,"threshold_uncertainty_score":0.285652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008069269976854662,"score_gpt":0.287354153213846,"score_spread":0.2792848832369914,"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."}}