{"id":"W2063023229","doi":"10.1186/1471-2431-14-138","title":"A systematic review of the use and effectiveness of social media in child health","year":2014,"lang":"en","type":"review","venue":"BMC Pediatrics","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":135,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"CINAHL; Social media; Medicine; Systematic review; MEDLINE; Intervention (counseling); Health promotion; Psychological intervention; Medical education; Public health; Nursing; World Wide Web","routes":{"ca_aff":true,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.009776459,0.0002004405,0.002930094,0.0001978596,0.0001969112,0.00001439129,0.0004193124,0.0003178628,0.000003207865],"category_scores_gemma":[0.07078379,0.0001436291,0.0003230755,0.001733439,0.0002242853,0.00006799839,0.00006788163,0.000348935,0.000002218188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005261844,"about_ca_system_score_gemma":0.003441955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001035726,"about_ca_topic_score_gemma":0.001692076,"domain_scores_codex":[0.9870925,0.01020769,0.001483333,0.0002364013,0.0006928741,0.000287211],"domain_scores_gemma":[0.9685823,0.02831247,0.002521368,0.0002838469,0.0001940903,0.0001059484],"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":[7.353392e-7,0.00002722565,0.0004908063,0.990101,0.000005816241,4.736642e-8,0.003332964,1.279669e-8,1.788358e-10,0.001455165,0.00005960919,0.004526616],"study_design_scores_gemma":[0.0001176671,0.00001535189,0.002208746,0.9429183,0.0009370662,0.000001325534,0.000236734,1.423095e-7,5.5846e-9,0.00005509391,0.05333229,0.0001772797],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006329438,0.9898841,0.000004541949,0.00009509172,0.00204372,0.007833795,0.00003467373,0.00001046213,0.00003037226],"genre_scores_gemma":[0.00004899065,0.9980199,0.00005100842,0.00004056249,0.0008097237,0.0009921953,0.00001400071,0.00002232432,0.000001346016],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.06100734,"threshold_uncertainty_score":0.9370434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.167657010913614,"score_gpt":0.4433773233709776,"score_spread":0.2757203124573636,"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."}}