{"id":"W2736564473","doi":"10.1111/medu.13359","title":"Comparing alternative and traditional dissemination metrics in medical education","year":2017,"lang":"en","type":"review","venue":"Medical Education","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Network for Innovation in Education; Medical Council of Canada; University of Ottawa","funders":"","keywords":"Medical education; MEDLINE; Medicine; Psychology; Political 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","bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.05011475,0.001055659,0.001080362,0.0317798,0.0006809108,0.005929784,0.001308841,0.001341212,0.003366672],"category_scores_gemma":[0.2958765,0.0002905922,0.001944922,0.04602816,0.001590732,0.008175041,0.003593319,0.001064457,0.001011465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002934134,"about_ca_system_score_gemma":0.002203231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002560004,"about_ca_topic_score_gemma":0.00303805,"domain_scores_codex":[0.9450002,0.02776935,0.007685075,0.003480458,0.01519285,0.0008721524],"domain_scores_gemma":[0.5559517,0.3239449,0.07329112,0.01212161,0.03122948,0.003461276],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00109243,0.0003907132,0.8319298,0.003522247,0.002937448,0.0001056346,0.003575866,0.004775783,0.0006245807,0.007258005,0.004562047,0.1392254],"study_design_scores_gemma":[0.0001705103,0.001996937,0.9339683,0.001140679,0.0009617512,0.0004641766,0.004476795,0.02725471,0.001344435,0.01009214,0.01798637,0.0001431969],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.9113874,0.01874091,0.03423472,0.002762887,0.0005572099,0.001204212,0.0112905,0.0005931039,0.01922898],"genre_scores_gemma":[0.971287,0.002158278,0.01971327,0.0002169977,0.0004658983,0.0009254707,0.003995268,0.0001049476,0.001132804],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9682202,"threshold_uncertainty_score":0.2650353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3485655607063506,"score_gpt":0.5731468814819812,"score_spread":0.2245813207756306,"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."}}