{"id":"W6939472556","doi":"10.6084/m9.figshare.2281705.v1","title":"Correlates of depressive symptoms in individuals attending outpatient stroke clinics","year":2016,"lang":"en","type":"article","venue":"Figshare","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Depressive symptoms; Stroke (engine); Outpatient clinic; Depression (economics); Montreal Cognitive Assessment; Disease; Cognition; Risk factor","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":[0.0003168281,0.0001218502,0.0002323505,0.000602417,0.0004352269,0.000544974,0.0003373731,0.0002729087,0.001220654],"category_scores_gemma":[0.001826684,0.000179655,0.0002061392,0.0009354852,0.0001949832,0.0001514408,0.0002758303,0.0003317859,0.0001189047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008228347,"about_ca_system_score_gemma":0.0006495648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08497811,"about_ca_topic_score_gemma":0.1530769,"domain_scores_codex":[0.9996297,0.00005805164,0.00006062181,0.00005158269,0.0001031221,0.00009688446],"domain_scores_gemma":[0.9985666,0.0001142156,0.0008379573,0.00003935444,0.0002175046,0.000224487],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002275954,0.00001182873,0.9992766,0.000005493709,0.0000121455,0.00002635301,0.00003797965,0.000005073578,0.00004038751,0.000002683115,0.0001106662,0.0004480501],"study_design_scores_gemma":[0.000001705503,0.00001320272,0.9997635,0.00000447532,0.000004041021,0.00004657399,0.00008820021,0.00001995433,0.000007460129,0.000001518676,0.00004849187,7.69725e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988523,0.0002243214,0.000014437,0.0000583599,0.000004760197,0.00001088057,0.0004155172,0.000002016898,0.0004174596],"genre_scores_gemma":[0.9993799,0.0001071421,0.00002182636,0.00002578383,0.000005554622,0.00000551107,0.000369297,5.585599e-7,0.00008428946],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08497811,"threshold_uncertainty_score":0.1689669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02944181371459309,"score_gpt":0.3042073101894615,"score_spread":0.2747654964748684,"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."}}