{"id":"W4411956907","doi":"10.47391/jpma.30063","title":"Outpatient follow-up of stroke patients: A systematic review","year":2025,"lang":"en","type":"review","venue":"Journal of the Pakistan Medical Association","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Medicine; Physical medicine and rehabilitation; Engineering; Mechanical engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004816398,0.0003444894,0.004678202,0.0002314344,0.00004511509,0.00001590398,0.0007508269,0.0004945279,0.0001290551],"category_scores_gemma":[0.02840439,0.0001817436,0.002355283,0.0005538709,0.00003657751,0.00004908162,0.0002454983,0.00125334,0.00001672692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002452133,"about_ca_system_score_gemma":0.00121776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003086825,"about_ca_topic_score_gemma":0.000001513201,"domain_scores_codex":[0.9899008,0.0008689715,0.004525943,0.000185098,0.00426467,0.0002544857],"domain_scores_gemma":[0.987461,0.001321831,0.009312096,0.0005506365,0.001167396,0.0001870936],"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":[0.00001401069,0.0002358889,0.0001468008,0.8800785,0.002441291,0.000009236575,0.00004324234,1.861864e-8,4.073077e-8,0.00001998004,0.09448532,0.0225257],"study_design_scores_gemma":[0.0009268711,0.0001443283,0.0000141691,0.6993349,0.0209549,0.0000145947,0.00002872125,9.088457e-7,4.074866e-7,0.000003076299,0.2784856,0.0000915414],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007883751,0.9924763,0.00008587338,0.0009451392,0.0017939,0.002655854,0.00006578778,0.0000120238,0.001957168],"genre_scores_gemma":[0.00002008974,0.9893917,0.0000677862,0.0009829977,0.0002004115,0.00004578582,0.00001888715,0.00003337195,0.009238917],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1840003,"threshold_uncertainty_score":0.9797798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234730247572142,"score_gpt":0.3208861831048205,"score_spread":0.3085388806290991,"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."}}