{"id":"W4367163303","doi":"10.22720/hnmr.2022.6.2.299","title":"If the evidence is not research, what is it? Egyptian physicians’ explanations of the lack of research citations in their health vlogs","year":2022,"lang":"en","type":"article","venue":"Health & New Media Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Influencer marketing; Popularity; Misinformation; Social media; Context (archaeology); Psychology; Medical education; Public relations; Social psychology; Medicine; Political science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04775153,0.0004795819,0.0005509862,0.004588455,0.007418601,0.009249896,0.001586264,0.00562531,0.003760714],"category_scores_gemma":[0.1346132,0.0006364948,0.0004478547,0.003298532,0.0205825,0.009433282,0.005500086,0.005571465,0.0004726865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01126634,"about_ca_system_score_gemma":0.008717279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01572584,"about_ca_topic_score_gemma":0.01684114,"domain_scores_codex":[0.9586132,0.02988335,0.003036517,0.001637239,0.005111959,0.001717771],"domain_scores_gemma":[0.7691746,0.1899617,0.02128633,0.00388246,0.01225348,0.003441487],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001250469,0.00004042964,0.01548344,0.002036006,0.00008753722,0.003407686,0.8609533,0.0001434511,0.001189472,0.06903499,0.01934364,0.02815501],"study_design_scores_gemma":[0.00007182477,0.0000784298,0.01519722,0.005656893,0.0001283488,0.002131111,0.7294682,0.0006122182,0.001159883,0.03006925,0.2152893,0.0001373525],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3411016,0.04471859,0.006367503,0.551159,0.001859767,0.0001252114,0.0002552342,0.0001032935,0.05430985],"genre_scores_gemma":[0.9680299,0.005710098,0.00123878,0.02261118,0.0003635538,0.00003668841,0.00004627785,0.00003660028,0.001927054],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9522485,"threshold_uncertainty_score":0.2525373,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7054551002767149,"score_gpt":0.6119174320596518,"score_spread":0.09353766821706311,"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."}}