{"id":"W2600306454","doi":"10.1371/journal.pone.0171952","title":"Video-based educational intervention associated with improved stroke literacy, self-efficacy, and patient satisfaction","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Stroke Rehabilitation and Recovery","field":"Medicine","cited_by":117,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Medicine; Stroke (engine); Psychological intervention; Intracerebral hemorrhage; Demographics; Physical therapy; Stroke recovery; Intervention (counseling); Internal medicine; Rehabilitation; Subarachnoid hemorrhage; Nursing","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":[],"consensus_categories":[],"category_scores_codex":[0.00009701919,0.0001057371,0.0001996305,0.0000954772,0.000179671,0.00008653413,0.000032049,0.00006927114,0.0001257985],"category_scores_gemma":[0.0006922374,0.00008635499,0.00005793151,0.00003375209,0.00005997427,0.0001907621,0.00001726478,0.0001341861,0.00001038471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001395148,"about_ca_system_score_gemma":0.00009631277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007191407,"about_ca_topic_score_gemma":0.00004221297,"domain_scores_codex":[0.9991607,0.00004381201,0.0002030374,0.000207277,0.0002622963,0.0001228472],"domain_scores_gemma":[0.9989389,0.0002016914,0.0002373385,0.0002551943,0.000266181,0.0001006916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004746638,0.006507705,0.9509511,0.0002340148,0.0006509615,0.000001761773,0.0004315494,0.000001173985,0.0187714,0.00002376229,0.0001140557,0.02183783],"study_design_scores_gemma":[0.003353,0.001298067,0.9885398,0.0008699041,0.0002546222,0.00000212816,0.00004399979,0.0011867,0.004290566,0.00002090759,0.00004307192,0.00009720243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966657,0.00008581769,0.00003411488,0.002119959,0.00009573941,0.0005455159,0.00002631192,0.0000570975,0.0003696984],"genre_scores_gemma":[0.9961175,0.00001310953,0.002976913,0.0001272587,0.00007180695,0.00005934073,0.00005315553,0.00001566519,0.0005652586],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03758871,"threshold_uncertainty_score":0.3521454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01745932147479845,"score_gpt":0.2667778174110731,"score_spread":0.2493184959362746,"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."}}