{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00322333,0.001029877,0.005749006,0.003970488,0.00048529,0.001928084,0.001153635,0.002275394,0.004551237],"category_scores_gemma":[0.0152573,0.00117964,0.01003327,0.006488697,0.0006016378,0.001399429,0.001332174,0.001248338,0.0002429554],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001476025,"about_ca_system_score_gemma":0.004005316,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01470402,"about_ca_topic_score_gemma":0.05975439,"domain_scores_codex":[0.9973255,0.0006622532,0.001119571,0.0003985938,0.0003501517,0.0001438401],"domain_scores_gemma":[0.988658,0.00710276,0.003210382,0.0002412121,0.0005626139,0.0002248891],"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":[0.001265839,0.00007599797,0.02691538,0.7652798,0.1834213,0.0002801432,0.0002229789,0.00019618,0.0002147871,0.0001555237,0.00225731,0.01971481],"study_design_scores_gemma":[0.001866948,0.0004451457,0.07143201,0.2014276,0.7153107,0.0005840453,0.000442084,0.0002754323,0.0001222404,0.0003414883,0.007652596,0.00009967272],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.008005273,0.9906031,0.00009455311,0.0002023649,0.0000966347,0.00009387646,0.0007345126,0.000007235917,0.0001623657],"genre_scores_gemma":[0.1389269,0.8580069,0.0007485456,0.001132369,0.0001893952,0.0002652788,0.0004944372,0.000007878909,0.0002283264],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01470402,"threshold_uncertainty_score":0.02923685,"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."}}