{"id":"W4414786572","doi":"10.1111/epi.18663","title":"Impact of epilepsy on people experiencing homelessness: A mixed‐methods study","year":2025,"lang":"en","type":"article","venue":"Epilepsia","topic":"Epilepsy research and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Health Service Executive; Health Research Board; Canadian Institute for Theoretical Astrophysics","keywords":"Epilepsy; Multidisciplinary approach; Stigma (botany); Context (archaeology); Social stigma; Disease; Social environment; Quality of life (healthcare)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.009727451,0.0006158184,0.001023642,0.00230519,0.001595332,0.001791642,0.0008734821,0.0009282964,0.002104107],"category_scores_gemma":[0.009531557,0.0008243934,0.001667128,0.001849346,0.0009021101,0.00206954,0.002028238,0.0007270001,0.0003430883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013151,"about_ca_system_score_gemma":0.0009823785,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003360205,"about_ca_topic_score_gemma":0.006509041,"domain_scores_codex":[0.9955027,0.002768826,0.0005667785,0.0002857971,0.0005250797,0.000350785],"domain_scores_gemma":[0.9949176,0.00246954,0.001297876,0.0003837592,0.0006116647,0.0003196032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001524573,0.004712701,0.8874814,0.00250235,0.001166753,0.001004557,0.05596391,0.00008621316,0.0007190467,0.0004696563,0.0009335313,0.04343536],"study_design_scores_gemma":[0.000769758,0.01203192,0.8224507,0.00227555,0.0009356263,0.002040881,0.1530344,0.0009453119,0.000582648,0.0006926669,0.004087579,0.0001529394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960865,0.001165614,0.0004497291,0.0001347976,0.00002058467,0.001157645,0.0003626713,0.000004642322,0.0006177726],"genre_scores_gemma":[0.9941823,0.001263482,0.001036041,0.0004868759,0.00004488067,0.002348464,0.0003011946,0.000004479384,0.0003323419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009727451,"threshold_uncertainty_score":0.05144429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02309453236820247,"score_gpt":0.4264983139263596,"score_spread":0.4034037815581571,"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."}}