{"id":"W3171413600","doi":"10.1371/journal.pone.0252461","title":"Effectiveness of blended learning in pharmacy education: A systematic review and meta-analysis","year":2021,"lang":"en","type":"review","venue":"PLoS ONE","topic":"Innovative Teaching Methods","field":"Social Sciences","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Meta-analysis; Cochrane Library; Random effects model; Strictly standardized mean difference; Confidence interval; Medicine; MEDLINE; Inclusion and exclusion criteria; Scopus; Subgroup analysis; Internal medicine; Systematic review; Pharmacy; Study heterogeneity; Family medicine; Alternative medicine; Pathology; Biology","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":[0.017284,0.0002565862,0.009691543,0.0004679775,0.0001158176,0.00003782598,0.0002852594,0.00009391845,0.0002841379],"category_scores_gemma":[0.007028918,0.0002022855,0.0009276126,0.003887713,0.0000941401,0.00009335308,0.00007396618,0.0005664625,0.00000501181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002068012,"about_ca_system_score_gemma":0.001512113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003483785,"about_ca_topic_score_gemma":0.00003636302,"domain_scores_codex":[0.9682347,0.02972779,0.0009605427,0.0003855658,0.0005133818,0.0001780417],"domain_scores_gemma":[0.9950011,0.003196813,0.001030251,0.0003181338,0.0004050366,0.00004867692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[2.76878e-7,0.0002955714,0.000007820844,0.8951641,0.1008402,0.000001094388,0.0003259251,7.270241e-8,6.565052e-7,0.001446157,0.000001453048,0.001916701],"study_design_scores_gemma":[0.00002641859,0.000005044434,0.000001015122,0.2266714,0.770678,4.876289e-7,0.00008023861,3.78171e-7,0.00000325238,0.00002998948,0.002345278,0.0001584906],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0000035052,0.9954445,0.00005157188,0.00009273576,0.00001561479,0.002877717,0.00000615155,0.00002268922,0.001485519],"genre_scores_gemma":[0.00002795057,0.9954013,0.002323518,0.00003155404,0.00001945674,0.00112966,0.00003022146,0.00002038735,0.001015939],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6698378,"threshold_uncertainty_score":0.8414779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3725477958294697,"score_gpt":0.4973064798429611,"score_spread":0.1247586840134914,"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."}}