{"id":"W4294916214","doi":"10.2196/35744","title":"Collective Value Promotes the Willingness to Share Provaccination Messages on Social Media in China: Randomized Controlled Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Misinformation; Social media; Psychology; Social psychology; Vaccination; Demography; Advertising; Medicine; Business; Political science; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004500438,0.00176025,0.003813702,0.0006842199,0.001346557,0.0009590453,0.001163056,0.002816249,0.006874897],"category_scores_gemma":[0.005600867,0.0008588,0.002502076,0.000595173,0.001413969,0.001320369,0.0008055557,0.002225743,0.0004245107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00157579,"about_ca_system_score_gemma":0.00372838,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002553318,"about_ca_topic_score_gemma":0.003281847,"domain_scores_codex":[0.9973138,0.001293611,0.0002661172,0.0005320514,0.0002363217,0.0003581425],"domain_scores_gemma":[0.9975544,0.0008548378,0.0005845404,0.000182664,0.0001840479,0.0006394934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8310754,0.08176269,0.01104951,0.006631485,0.004883385,0.0001064924,0.000692522,0.0007077538,0.001677591,0.0004950943,0.001635034,0.05928309],"study_design_scores_gemma":[0.7544511,0.2112978,0.02191021,0.0004184752,0.005793987,0.00002629961,0.0002127431,0.002667069,0.0009874941,0.0008394789,0.001304887,0.00009049889],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9833924,0.003408754,0.0006533898,0.0005831223,0.0004828134,0.009870274,0.0003015198,0.00008247968,0.00122512],"genre_scores_gemma":[0.9803784,0.001125609,0.001636242,0.0005992237,0.0002673036,0.01475208,0.000155368,0.00000575325,0.001080035],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006874897,"threshold_uncertainty_score":0.02380085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05358364364456105,"score_gpt":0.4087064097848057,"score_spread":0.3551227661402446,"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."}}