{"id":"W4405686951","doi":"10.22720/hnmr.2024.00129","title":"“No claims, no trials, no compensation. Just roll up your sleeve”: social media communication on vaccine uptake sentiments in Canada","year":2024,"lang":"en","type":"article","venue":"Health & New Media Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social media; Compensation (psychology); Medicine; Psychology; Political science; Social psychology; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002881978,0.0001812728,0.000265718,0.001411684,0.005003343,0.00437417,0.0006068482,0.0005183032,0.003010814],"category_scores_gemma":[0.01372429,0.0002013398,0.0002804467,0.004239302,0.00180865,0.00123742,0.001290817,0.001207537,0.0003010557],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05933266,"about_ca_system_score_gemma":0.06303434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.992364,"about_ca_topic_score_gemma":0.9954153,"domain_scores_codex":[0.9978244,0.0004556926,0.0000970543,0.000243008,0.0008232945,0.0005565598],"domain_scores_gemma":[0.9896471,0.002516895,0.001837742,0.0002099643,0.004303389,0.00148496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008820949,0.000079073,0.7231106,0.0006734384,0.0002242645,0.0006331843,0.1115131,0.0006227812,0.001777012,0.005671739,0.06883406,0.08597872],"study_design_scores_gemma":[0.00003860986,0.00004691854,0.8434787,0.0004968864,0.0001413023,0.0001009377,0.07918049,0.00131419,0.0006590968,0.0007081223,0.07372598,0.0001088577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164137,0.003605368,0.0006823375,0.03331663,0.0002459204,0.0001660158,0.01161664,0.00003975947,0.03391362],"genre_scores_gemma":[0.9924655,0.00131752,0.0003667941,0.001729138,0.00005330066,0.00003651556,0.001016578,0.00002084749,0.002993728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05933266,"threshold_uncertainty_score":0.4304906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2895959784850371,"score_gpt":0.4751526747661536,"score_spread":0.1855566962811165,"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."}}