{"id":"W4387210922","doi":"10.2196/50138","title":"Addressing Antivaccine Sentiment on Public Social Media Forums Through Web-Based Conversations Based on Motivational Interviewing Techniques: Observational Study","year":2023,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Weill Cornell Medical College","keywords":"Misinformation; Social media; Psychological intervention; Psychology; Observational study; Test (biology); Altmetrics; Applied psychology; Internet privacy; Medical education; Computer science; Medicine; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002021481,0.0001815404,0.0002778297,0.00038369,0.0008958948,0.00009737238,0.0002919066,0.0002079946,0.0007409152],"category_scores_gemma":[0.002379454,0.0001683384,0.0001087221,0.0008832123,0.0001607056,0.0005203884,0.00006456811,0.0002874425,0.0001409024],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002801511,"about_ca_system_score_gemma":0.000641131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004808889,"about_ca_topic_score_gemma":0.0001193556,"domain_scores_codex":[0.9974717,0.0006056179,0.000576443,0.0002508328,0.0006299129,0.0004654301],"domain_scores_gemma":[0.997525,0.001612783,0.0003186423,0.0001825892,0.0002587356,0.000102295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003360125,0.001899058,0.3295635,0.00009235905,0.0001535501,0.00001068395,0.1667465,0.005130385,0.0002567534,0.2337341,0.2472542,0.01482288],"study_design_scores_gemma":[0.003502449,0.0004386165,0.8710272,0.0001691701,0.0000251224,3.750156e-7,0.02821027,0.04861121,0.0001344635,0.003747895,0.04358338,0.0005498604],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9087628,0.00000324751,0.00296886,0.06153949,0.0006581419,0.001649615,0.00007572259,0.0009683726,0.02337374],"genre_scores_gemma":[0.9885826,0.000002867213,0.000535778,0.009988231,0.0002829225,0.0001306093,0.0003781657,0.00001316226,0.00008571849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5414637,"threshold_uncertainty_score":0.8112502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4709935967703256,"score_gpt":0.4739862606998464,"score_spread":0.0029926639295208,"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."}}