{"id":"W2978914789","doi":"10.29173/aar51","title":"Education Matters: Certified health professionals have higher credibility than non health professionals on Instagram","year":2019,"lang":"en","type":"article","venue":"Alberta Academic Review","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Alberta","funders":"","keywords":"Credibility; Influencer marketing; Social media; Health professionals; Medicine; Certification; Public relations; Medical education; Nursing; Health care; Business; Marketing; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.008202879,0.0001923274,0.0002617692,0.001351469,0.002003884,0.00371444,0.0005546712,0.001809035,0.03980679],"category_scores_gemma":[0.1138915,0.0002530191,0.0003988242,0.0009486579,0.001763549,0.003046191,0.003115823,0.00143926,0.004831478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002146143,"about_ca_system_score_gemma":0.003113602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01089117,"about_ca_topic_score_gemma":0.0125557,"domain_scores_codex":[0.9914126,0.002430005,0.0005336868,0.0008555843,0.003547293,0.001220728],"domain_scores_gemma":[0.9055201,0.04285598,0.02033424,0.004244657,0.01640585,0.01063922],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008132058,0.0004320528,0.6282353,0.0008432399,0.0001231732,0.0006170846,0.04591231,0.0001346026,0.002074455,0.005985871,0.1038536,0.2109751],"study_design_scores_gemma":[0.0001061508,0.0003955709,0.8388973,0.000827436,0.00009805568,0.001135693,0.06632479,0.0006081391,0.001522336,0.003800975,0.08618339,0.0001001602],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7748497,0.001366012,0.002304246,0.03396018,0.0009089426,0.0003812989,0.001586204,0.0002244091,0.1844191],"genre_scores_gemma":[0.9843316,0.000328719,0.0008982703,0.004188223,0.0002587681,0.00009888325,0.0003856549,0.00005091759,0.009458859],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03980679,"threshold_uncertainty_score":0.133167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441928132849256,"score_gpt":0.5063861624651168,"score_spread":0.3621933491801912,"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."}}