{"id":"W4281724161","doi":"10.31235/osf.io/pb47w","title":"Doctors on YouTube: Exploring the Uses and Gratifications of Health Vloggers","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Uses and gratifications theory; Social media; Health professionals; Psychology; Sociology; Advertising; World Wide Web; Business; Computer science; Political science; Health care","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":[0.001402577,0.0003006358,0.0002224889,0.001684973,0.001873905,0.003340545,0.0004470322,0.000832263,0.006567783],"category_scores_gemma":[0.009420319,0.0001814499,0.0001532581,0.002160128,0.001712733,0.004041095,0.001950474,0.0007938297,0.0006427094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001567574,"about_ca_system_score_gemma":0.0009295812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01790299,"about_ca_topic_score_gemma":0.04575177,"domain_scores_codex":[0.998687,0.0008761685,0.00004570081,0.00005729268,0.0001961331,0.0001377734],"domain_scores_gemma":[0.9899834,0.008331698,0.0007332881,0.0001780164,0.0004836188,0.0002898351],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003188763,0.0001643836,0.1411129,0.0008907298,0.00005749347,0.002069581,0.7328563,0.0002523802,0.002742851,0.01497784,0.0146813,0.08987546],"study_design_scores_gemma":[0.00004009695,0.0001548174,0.07514216,0.0006389802,0.00003467012,0.0009829151,0.8248793,0.001872544,0.001099078,0.003650047,0.09143192,0.00007346766],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9448521,0.001422165,0.0009945008,0.004569465,0.00006402034,0.00007490691,0.0008058915,0.00002483395,0.04719223],"genre_scores_gemma":[0.9888555,0.001514256,0.0008754726,0.0006058859,0.00005155549,0.0000815177,0.0003893419,0.00002613101,0.007600191],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01790299,"threshold_uncertainty_score":0.03559756,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5518782808125104,"score_gpt":0.4924082469493353,"score_spread":0.05947003386317518,"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."}}