{"id":"W2119900480","doi":"10.3109/0142159x.2012.746448","title":"Twelve tips for using Twitter as a learning tool in medical education","year":2012,"lang":"en","type":"review","venue":"Medical Teacher","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":187,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada; Alberta Health Services; Institute of Infection and Immunity; University of Alberta","funders":"","keywords":"Social media; Converse; The Internet; Microblogging; Medical education; World Wide Web; Psychology; Internet privacy; Computer science; Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.003707228,0.0007762279,0.0009404066,0.002678855,0.0006757283,0.001392476,0.001011522,0.001712203,0.004504487],"category_scores_gemma":[0.008770375,0.0003491452,0.001117194,0.002810791,0.0008049119,0.003718563,0.001530307,0.002185483,0.00132995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000803332,"about_ca_system_score_gemma":0.001535427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006115098,"about_ca_topic_score_gemma":0.002885808,"domain_scores_codex":[0.9980433,0.0009055489,0.0004078496,0.00009756657,0.0004389681,0.0001067482],"domain_scores_gemma":[0.9920378,0.005876278,0.0008278139,0.0001102535,0.0009191501,0.0002287201],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008484666,0.0000706498,0.0004589432,0.0311388,0.00008173587,0.0002239818,0.0008841929,0.00007962932,0.000621959,0.001225048,0.02171257,0.9434176],"study_design_scores_gemma":[0.0001075889,0.0003567901,0.009979391,0.0916924,0.0005921876,0.002412781,0.004619,0.0002984125,0.001385596,0.004920261,0.8835406,0.000095002],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00474702,0.9636338,0.004648492,0.01507996,0.002384592,0.0004947539,0.0001809246,0.0001637455,0.008666693],"genre_scores_gemma":[0.02188581,0.9436972,0.0226502,0.005601007,0.0008206468,0.000722648,0.0003025071,0.0000364743,0.004283579],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004504487,"threshold_uncertainty_score":0.01960593,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3639655011274902,"score_gpt":0.5609286212630208,"score_spread":0.1969631201355306,"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."}}