{"id":"W4417415564","doi":"10.1017/cjn.2025.10432","title":"Reviewer Comment on Ignacio et al. “INPATIENTS: Comparing Clinical Characteristics and Outcomes of Adults with In-Hospital and Community-Onset Strokes”","year":2025,"lang":"en","type":"article","venue":"Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"MEDLINE; Quality of life (healthcare); Data collection; Perspective (graphical); Normative","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.01936165,0.001741256,0.002589785,0.002196438,0.003276564,0.004251332,0.005351278,0.02903551,0.01999882],"category_scores_gemma":[0.1618091,0.001192861,0.004489548,0.00186266,0.00305607,0.003761787,0.002254317,0.02400829,0.01542315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005845525,"about_ca_system_score_gemma":0.00888236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02861625,"about_ca_topic_score_gemma":0.02487486,"domain_scores_codex":[0.9885194,0.002678134,0.002098138,0.001444181,0.004455295,0.0008048512],"domain_scores_gemma":[0.9019922,0.02956772,0.005161708,0.002305439,0.05744363,0.00352929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004141758,0.000006072077,0.0002497174,0.0001435726,0.00002043715,0.00005970813,0.00004741246,0.00001774948,0.00002633116,0.0001470804,0.9981474,0.001093162],"study_design_scores_gemma":[0.0009958533,0.0001053256,0.009139972,0.003605942,0.0004052671,0.00122211,0.0008793141,0.0006477231,0.0008821458,0.003816493,0.9780352,0.0002645408],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002326189,0.0006709245,0.0001780404,0.896749,0.1001975,0.0000695573,0.001063881,0.0001486973,0.0006897505],"genre_scores_gemma":[0.00180816,0.0008791494,0.0002851445,0.921137,0.07222969,0.0003150656,0.0002592096,0.00008468101,0.00300194],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02903551,"threshold_uncertainty_score":0.1023954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03582134655867777,"score_gpt":0.3173270952577885,"score_spread":0.2815057486991107,"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."}}