{"id":"W4280638597","doi":"10.1016/j.resplu.2022.100240","title":"Blended learning for accredited life support courses – A systematic review","year":2022,"lang":"en","type":"review","venue":"Resuscitation Plus","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"European Research Council; Resuscitation Council (UK)","keywords":"Blended learning; CINAHL; Accreditation; MEDLINE; Systematic review; Medicine; Medical education; Psychology; Nursing; Educational technology; Psychological intervention; Pedagogy","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001909219,0.0005346934,0.004213899,0.0005380642,0.0003349072,0.00006534701,0.0002223285,0.0002686754,0.0003128251],"category_scores_gemma":[0.008977256,0.0004268116,0.001695896,0.0009740705,0.00005523739,0.0001256309,0.00007511074,0.0006712181,0.0001466465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000644081,"about_ca_system_score_gemma":0.003264854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003769091,"about_ca_topic_score_gemma":0.000001273754,"domain_scores_codex":[0.9955252,0.0007333732,0.001704636,0.0006384182,0.0009733657,0.0004249989],"domain_scores_gemma":[0.9952392,0.002066829,0.001481212,0.0005702528,0.0003470745,0.0002954269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004597927,0.00003413079,7.907962e-7,0.9576429,0.0007031464,0.00002997934,0.0001209369,0.000009468119,1.821138e-7,0.0001202975,0.02305961,0.01823262],"study_design_scores_gemma":[0.0006531297,0.0000989942,0.000001934156,0.3472029,0.01165258,0.0000347947,0.0001947444,0.00005765153,4.301357e-8,0.000009910029,0.6398028,0.0002905488],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.115298e-7,0.9842474,0.0003015745,0.0003481236,0.002422204,0.01100854,0.000105172,0.0002260641,0.001340479],"genre_scores_gemma":[0.000005640634,0.9833487,0.0002118128,0.0004162692,0.0006695961,0.005013412,0.007845116,0.000141612,0.002347847],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6167432,"threshold_uncertainty_score":0.9998184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05835655588899316,"score_gpt":0.3710016856533064,"score_spread":0.3126451297643132,"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."}}