{"id":"W2906458040","doi":"10.1161/strokeaha.118.023006","title":"Taking Proportional Out of Stroke Recovery","year":2018,"lang":"en","type":"article","venue":"Stroke","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":90,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University; University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Stroke recovery; Physical medicine and rehabilitation; Cardiology; Physical therapy; Rehabilitation","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001878768,0.0001048062,0.0002522125,0.0001669492,0.00004957106,0.000007522383,0.00005907759,0.00008714254,0.001803618],"category_scores_gemma":[0.0003841284,0.00008560449,0.0002096449,0.00008124563,0.0002262306,0.0000779576,0.00002608708,0.0001228342,0.0001537815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005648049,"about_ca_system_score_gemma":0.0001781612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000145651,"about_ca_topic_score_gemma":0.00001249255,"domain_scores_codex":[0.9988939,0.00002538036,0.0003351254,0.0002009107,0.0003530808,0.0001916666],"domain_scores_gemma":[0.9991175,0.0000873993,0.0002018587,0.0002339321,0.0002683549,0.00009097644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001313699,0.0005586096,0.5874975,0.000379845,0.0004762226,0.00001990224,0.0009370805,0.000006792202,0.3105858,0.002347216,0.01141962,0.08445776],"study_design_scores_gemma":[0.002789491,0.00319835,0.8477879,0.0003262754,0.0001577968,0.00004879004,0.0008433331,0.0001424228,0.08302604,0.0003617636,0.06103398,0.0002838583],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9050332,0.0001096243,0.000939305,0.0004345282,0.001356648,0.000269811,0.00007619354,0.00005138498,0.0917293],"genre_scores_gemma":[0.9750585,0.00001832321,0.00478213,0.0001951206,0.0007692236,0.00001002064,0.00001726359,0.0000157229,0.0191337],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2602904,"threshold_uncertainty_score":0.9991089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02625265501255189,"score_gpt":0.3098655976144766,"score_spread":0.2836129426019247,"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."}}