{"id":"W2135646387","doi":"10.1177/0269215507073490","title":"Adaptation process, participation and depression over six months in first-stroke individuals and spouses","year":2007,"lang":"en","type":"article","venue":"Clinical Rehabilitation","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Spouse; Coping (psychology); Beck Depression Inventory; Psychology; Stroke (engine); Depressive symptoms; Clinical psychology; Physical therapy; Medicine; Psychiatry; Cognition; Anxiety","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001970124,0.0001423795,0.000341763,0.0002611888,0.00006669331,0.00002231316,0.00003034476,0.0002460416,0.00002638581],"category_scores_gemma":[0.01430033,0.0001219265,0.00008676921,0.0002218343,0.0002465588,0.000299542,0.00002322064,0.0002358686,0.000006260242],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000672208,"about_ca_system_score_gemma":0.00006581739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004691439,"about_ca_topic_score_gemma":0.0002863776,"domain_scores_codex":[0.997983,0.0001354973,0.0009210032,0.0004327459,0.0003072803,0.0002204087],"domain_scores_gemma":[0.9929343,0.006326361,0.0001926471,0.000172492,0.0001738047,0.0002003502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004420356,0.0003121592,0.9211469,0.0002006861,0.00001235532,0.000002008295,0.00223285,0.00004470354,0.0001036214,0.00007176386,0.00006658702,0.07536437],"study_design_scores_gemma":[0.002685999,0.0008856373,0.9901924,0.0002871343,0.00004929718,0.000002217572,0.001896781,0.002056577,0.0000750058,0.0009442697,0.0008031077,0.0001215574],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966681,0.0005570482,0.0005609413,0.0008194733,0.0002253688,0.0008703233,0.000006039516,0.00005031054,0.0002423738],"genre_scores_gemma":[0.9942567,0.0002047965,0.005006677,0.0002307838,0.0001334046,0.00005471453,0.00002040611,0.00001731527,0.00007519492],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07524281,"threshold_uncertainty_score":0.9940026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03533801041255188,"score_gpt":0.3942776804849438,"score_spread":0.3589396700723919,"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."}}