{"id":"W3175385848","doi":"10.51253/pafmj.v71i3.2716","title":"ASSOCIATION OF AGE, GENDER, STROKE LOCATION, AND SOCIAL SUPPORT WITH DEPRESSION AND COGNITIVE IMPAIRMENT AFTER STROKE","year":2021,"lang":"en","type":"article","venue":"Pakistan Armed Forces Medical Journal","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Cognitive Assessment; Medicine; Depression (economics); Stroke (engine); Cognition; Cognitive impairment; Beck Depression Inventory; Rehabilitation; Psychiatry; Pediatrics; Physical therapy; Anxiety","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":[0.0005049134,0.0002069611,0.0002701701,0.0006966628,0.0002730195,0.0004193921,0.000247709,0.0004007136,0.002107582],"category_scores_gemma":[0.001588776,0.0001534646,0.0002910536,0.0006664937,0.0001606653,0.0003615149,0.0003122301,0.0003187669,0.0004010477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001469617,"about_ca_system_score_gemma":0.000201689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001750391,"about_ca_topic_score_gemma":0.003636291,"domain_scores_codex":[0.9996797,0.00006525605,0.00006001438,0.00004898091,0.00008090518,0.00006510506],"domain_scores_gemma":[0.9990451,0.0001424992,0.0004738851,0.0000278742,0.00008476714,0.0002258533],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001011644,0.00005506053,0.9991468,0.000006090592,0.00001962182,0.00003385019,0.00001216628,0.00000921558,0.00004418031,0.000002444439,0.00003508064,0.0005342513],"study_design_scores_gemma":[0.000004049332,0.0001137087,0.9996086,0.000003153347,0.0000098063,0.0001319119,0.00003428919,0.00004120263,0.00001253366,0.000003925684,0.0000356333,0.000001287499],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998958,0.0003310431,0.0000283109,0.00003425538,0.000007211968,0.000009301144,0.0002182355,0.000001285102,0.0004124509],"genre_scores_gemma":[0.9993112,0.0001276643,0.00004174155,0.00002335009,0.00001645029,0.000008869787,0.0002124255,5.677841e-7,0.0002577197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002107582,"threshold_uncertainty_score":0.007050574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00934755401487408,"score_gpt":0.2960453669274254,"score_spread":0.2866978129125514,"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."}}