{"id":"W1917811855","doi":"10.4300/jgme-d-14-00728.1","title":"A Systematic Review and Qualitative Analysis to Determine Quality Indicators forHealth Professions Education Blogs and Podcasts","year":2015,"lang":"en","type":"review","venue":"Journal of Graduate Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; McMaster Divinity College; Western University","funders":"","keywords":"Credibility; Medical education; Mainstream; Quality (philosophy); Qualitative research; Content analysis; Systematic review; MEDLINE; Psychology; Computer science; Medicine; Sociology; Political science; Social science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1523239,0.002565951,0.009940815,0.0462262,0.003691236,0.007030219,0.003811429,0.002817446,0.006947215],"category_scores_gemma":[0.3455407,0.001907491,0.008574964,0.04754731,0.003763416,0.009316132,0.006081458,0.002337116,0.0008111271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02688801,"about_ca_system_score_gemma":0.08225378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01173802,"about_ca_topic_score_gemma":0.02230387,"domain_scores_codex":[0.8264701,0.08062018,0.05463125,0.005633284,0.02997066,0.002674534],"domain_scores_gemma":[0.6681182,0.2257182,0.03924281,0.007109212,0.05797244,0.001839195],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002871179,0.00006296134,0.00331267,0.9051541,0.002584605,0.0003287905,0.009510761,0.0002522805,0.0003507996,0.002993013,0.005061166,0.07010172],"study_design_scores_gemma":[0.0002759456,0.0002711474,0.004246363,0.9327107,0.01063459,0.000277491,0.0127172,0.0002892255,0.0005781892,0.002472016,0.03543128,0.00009589045],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03031226,0.7051586,0.03489289,0.008318827,0.001493211,0.1796183,0.02694634,0.0002690103,0.01299061],"genre_scores_gemma":[0.1544382,0.3622415,0.1027959,0.00477616,0.0002773073,0.3661037,0.007129486,0.0001272896,0.002110649],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8476761,"threshold_uncertainty_score":0.8055754,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3498723243696323,"score_gpt":0.6286266132982988,"score_spread":0.2787542889286665,"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."}}