{"id":"W2890300124","doi":"10.5210/ojphi.v10i2.8270","title":"Effective uses of social media in public health and medicine: a systematic review of systematic reviews","year":2018,"lang":"en","type":"review","venue":"Online Journal of Public Health Informatics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":289,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Systematic review; Social media; Psychosocial; Confidentiality; Public health; Medicine; Grey literature; Alternative medicine; Health care; Medical education; Mental health; MEDLINE; Public relations; Psychology; Nursing; Computer science; Psychiatry; Political science; World Wide Web; Pathology","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":[0.05991656,0.002322465,0.01003431,0.0220456,0.001225528,0.004584495,0.002596727,0.002650646,0.003852768],"category_scores_gemma":[0.2041864,0.001889228,0.00850652,0.02134681,0.002442471,0.005653016,0.003421484,0.002169967,0.0003478248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007919278,"about_ca_system_score_gemma":0.02586207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007974342,"about_ca_topic_score_gemma":0.02379167,"domain_scores_codex":[0.8916939,0.06181815,0.0262865,0.003891424,0.01512111,0.001188911],"domain_scores_gemma":[0.7583773,0.1930662,0.03035216,0.003524602,0.01332547,0.001354376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001273675,0.00001452886,0.0008110284,0.9559255,0.008248926,0.00005944647,0.0005015727,0.00009171554,0.00009802944,0.000301178,0.001944417,0.0318762],"study_design_scores_gemma":[0.0001762273,0.0001243464,0.002135793,0.96351,0.02468779,0.0001085703,0.0004085171,0.00008263269,0.0001196405,0.0004356213,0.008180049,0.00003087134],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001237064,0.9941077,0.0005337556,0.001186823,0.000269394,0.00147908,0.0006953567,0.00002797457,0.0004627628],"genre_scores_gemma":[0.03888256,0.9471025,0.005124471,0.001621271,0.0002907412,0.006251063,0.000527563,0.0000218733,0.0001779204],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05991656,"threshold_uncertainty_score":0.3168728,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4745295296630849,"score_gpt":0.5434433949898158,"score_spread":0.06891386532673088,"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."}}