{"id":"W2315586922","doi":"10.4088/jcp.14m09759","title":"Depressive Symptoms Following Stroke and Transient Ischemic Attack","year":2016,"lang":"en","type":"article","venue":"The Journal of Clinical Psychiatry","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Transient (computer programming); Ischemic stroke; Medicine; Psychiatry; Psychology; Cardiology; Ischemia; Computer science","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":[0.0004474562,0.0002239389,0.0003199803,0.0004279189,0.0002328644,0.0003501179,0.0002018094,0.0003431369,0.001147358],"category_scores_gemma":[0.001806274,0.0001265802,0.0003020626,0.0005635424,0.0001405523,0.0001891955,0.0002792855,0.0003554581,0.0001917461],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002351242,"about_ca_system_score_gemma":0.0002196818,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00284573,"about_ca_topic_score_gemma":0.004710648,"domain_scores_codex":[0.9997483,0.00006404981,0.00003953241,0.00003196182,0.00005710807,0.00005901592],"domain_scores_gemma":[0.9991325,0.00008121927,0.0005458965,0.00001657409,0.00008337942,0.0001405123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001350612,0.00003744484,0.9984283,0.00001872477,0.00005136645,0.0001753986,0.00003400536,0.00001766685,0.00008718858,0.000007089208,0.00008731647,0.0009203528],"study_design_scores_gemma":[0.000006781457,0.00005921527,0.9994929,0.000007433406,0.00001458158,0.0002911927,0.00003110532,0.00003025836,0.0000119807,0.000006301578,0.00004709779,0.000001221353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984711,0.0005393522,0.00002485793,0.00006255545,0.000009620455,0.00001848642,0.0002794758,0.000001581834,0.0005929198],"genre_scores_gemma":[0.9993068,0.0001950314,0.00002727987,0.00003227006,0.00001417641,0.00000760995,0.0002942764,2.867283e-7,0.0001223284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00284573,"threshold_uncertainty_score":0.005658269,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03323425626363208,"score_gpt":0.3836854172527463,"score_spread":0.3504511609891142,"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."}}