{"id":"W3201012388","doi":"10.36425/rehab77964","title":"Diagnostic of psychoemotional and cognitive impairments in acute ischemic stroke","year":2021,"lang":"en","type":"article","venue":"Physical and rehabilitation medicine medical rehabilitation","topic":"Neurological Disorders and Treatments","field":"Neuroscience","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Somatization; Coping (psychology); Anxiety; Cognition; Rehabilitation; Distress; Medicine; Stroke (engine); Lateralization of brain function; Clinical psychology; Montreal Cognitive Assessment; Mental health; Psychology; Physical therapy; Physical medicine and rehabilitation; Psychiatry; Audiology; Cognitive impairment","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":[0.0002866849,0.0001596553,0.000364277,0.0001065452,0.00005824318,0.000006130595,0.00005829228,0.00008138156,0.0000993514],"category_scores_gemma":[0.03754057,0.0001152879,0.00006345398,0.0003693539,0.001295669,0.0001432518,0.00005794549,0.0002173916,0.000004658362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001720162,"about_ca_system_score_gemma":0.00005066977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002070037,"about_ca_topic_score_gemma":0.000007534604,"domain_scores_codex":[0.9977547,0.0003978561,0.0004213871,0.0005519511,0.0006815633,0.0001925604],"domain_scores_gemma":[0.9795898,0.01989461,0.0000949428,0.0001064799,0.0001092345,0.0002049032],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001122831,0.0108722,0.5245208,0.001310405,0.0001145435,0.0003537049,0.02342791,0.00001310495,0.175234,0.01893773,0.001153219,0.2429396],"study_design_scores_gemma":[0.006203376,0.004669948,0.9264147,0.0006074575,0.00009476044,0.00003475669,0.001609346,0.001315746,0.001342479,0.05742885,0.00009048141,0.0001881422],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9826098,0.0001701088,0.0001291951,0.01611627,0.00009054107,0.0003698624,0.00002392971,0.00001820951,0.0004720524],"genre_scores_gemma":[0.9987031,0.000181227,0.0002550998,0.0006709328,0.00004498675,0.00007950165,0.00001800568,0.000008681711,0.00003851348],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4018938,"threshold_uncertainty_score":0.9705666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01019561029990746,"score_gpt":0.3079719087282452,"score_spread":0.2977762984283377,"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."}}