{"id":"W4408378164","doi":"10.1080/17549507.2025.2463423","title":"Communication recovery in the first three months following minor stroke","year":2025,"lang":"en","type":"article","venue":"International Journal of Speech-Language Pathology","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Speech Pathology Australia","keywords":"Minor stroke; Minor (academic); Stroke (engine); Medicine; Cardiology; Engineering; Art; Humanities","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001808823,0.0002280268,0.0007252068,0.0009024389,0.001219968,0.001139762,0.000487581,0.0006433406,0.001675168],"category_scores_gemma":[0.008395588,0.0001560047,0.0005467648,0.0005856593,0.0004012082,0.0008502546,0.001263316,0.0009495803,0.0005343191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009319089,"about_ca_system_score_gemma":0.001217956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009315146,"about_ca_topic_score_gemma":0.01608958,"domain_scores_codex":[0.9990668,0.0001864086,0.00009473832,0.00009653668,0.0002455132,0.000310219],"domain_scores_gemma":[0.9957054,0.0007076142,0.001853188,0.0001440955,0.000738021,0.0008516365],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001889207,0.0008049455,0.9172928,0.0003126005,0.0001308585,0.001094754,0.01501707,0.00008037554,0.001146498,0.00004735048,0.0006898693,0.06149358],"study_design_scores_gemma":[0.000008123377,0.001085371,0.993242,0.00004921125,0.00004172679,0.0004590354,0.004292581,0.00003614671,0.0002431963,0.00003726579,0.000489535,0.00001584385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986425,0.0005371319,0.00004480919,0.00007963017,0.00001116759,0.00003109949,0.0001037434,0.000006082823,0.0005438376],"genre_scores_gemma":[0.9991748,0.0002110207,0.00005576231,0.00003213344,0.000009444142,0.00003810053,0.0001336618,0.000001364914,0.0003437293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009315146,"threshold_uncertainty_score":0.01852185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002647374834982,"score_gpt":0.3120769950608941,"score_spread":0.3020505213125443,"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."}}