{"id":"W4377224085","doi":"10.31478/202305b","title":"Identifying Credible Sources of Health Information in Social Media: Phase 2—Considerations for Non-Accredited Nonprofit Organizations, For-Profit Entities, and Individual Sources","year":2023,"lang":"en","type":"review","venue":"NAM Perspectives","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"University of North Texas; World Health Organization","keywords":"Accreditation; Social media; Not for profit; Business; Public relations; Non profit; Health information; Phase (matter); Marketing; Health care; Political science; Business administration","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002773687,0.0002902171,0.001244806,0.001178799,0.001920271,0.0002978832,0.0002553224,0.0004897084,0.00004128011],"category_scores_gemma":[0.02023013,0.0003255401,0.0001719267,0.001832514,0.0004534693,0.0008453322,0.00006682611,0.0003102251,0.000005311856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007759546,"about_ca_system_score_gemma":0.005064599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888525,"about_ca_topic_score_gemma":0.002451049,"domain_scores_codex":[0.9967099,0.0004660484,0.00132348,0.0003868334,0.0005745204,0.0005392027],"domain_scores_gemma":[0.9902577,0.007159175,0.001427638,0.0001360141,0.0008852171,0.0001342168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009949294,0.000066261,0.0006048598,0.01279805,0.0001526415,1.91979e-7,0.8364722,7.783642e-7,1.924382e-7,0.01917079,0.002192946,0.1285311],"study_design_scores_gemma":[0.002115657,0.0001865352,0.001915474,0.004806565,0.0005884184,0.000002090854,0.8456417,0.00002571761,0.000003485162,0.01097268,0.1329918,0.0007498097],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007348233,0.9702384,0.0006799658,0.002321383,0.003956619,0.01304254,0.002102605,0.000231518,0.00007866668],"genre_scores_gemma":[0.002376456,0.9856538,0.002186483,0.0000357145,0.003045899,0.005404897,0.001189132,0.00007639136,0.0000312741],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1307989,"threshold_uncertainty_score":0.9999197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2732894972204886,"score_gpt":0.4790020417035503,"score_spread":0.2057125444830617,"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."}}