{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003682432,0.0001487349,0.0002122627,0.0003094076,0.0001442189,0.0002266981,0.0001449329,0.0002207014,0.00398085],"category_scores_gemma":[0.002831514,0.00005230502,0.0003136646,0.0001981935,0.00007514688,0.0001924527,0.0001850831,0.0003073537,0.0001105258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002684038,"about_ca_system_score_gemma":0.0004203243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002164177,"about_ca_topic_score_gemma":0.003026179,"domain_scores_codex":[0.9997638,0.0001114896,0.00001607493,0.00002083351,0.00003478179,0.00005303075],"domain_scores_gemma":[0.9992887,0.0002742439,0.0001582952,0.00001154291,0.00005572709,0.0002114959],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02214875,0.05652206,0.1756506,0.001902297,0.0008055391,0.0003196321,0.0007079577,0.001118787,0.007479103,0.000278753,0.007412313,0.7256542],"study_design_scores_gemma":[0.005098582,0.04894454,0.9335634,0.0004157513,0.0007010978,0.000340926,0.0005114653,0.004839714,0.002200953,0.000172632,0.003174196,0.00003680587],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972535,0.0003448874,0.0002547391,0.000218968,0.00003600161,0.0001860964,0.0001263272,0.00002523679,0.001554295],"genre_scores_gemma":[0.9979266,0.0002570547,0.0009850214,0.0001088186,0.00004018892,0.0001542653,0.0001364365,0.000002230457,0.0003894067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00398085,"threshold_uncertainty_score":0.01331723,"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."}}