{"id":"W3207307480","doi":"10.2196/32127","title":"Online Search Behavior Related to COVID-19 Vaccines: Infodemiology Study","year":2021,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Vaccination; Coronavirus disease 2019 (COVID-19); Quarter (Canadian coin); Pandemic; Medicine; Public health; Online search; Family medicine; Virology; Computer science; World Wide Web; Geography; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.001506496,0.0002350491,0.0004883087,0.003620564,0.000915831,0.001792026,0.0005098573,0.000863856,0.005817962],"category_scores_gemma":[0.0093127,0.0003968006,0.0008533261,0.005354238,0.0004439726,0.003141332,0.001151883,0.001174027,0.001773028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007802318,"about_ca_system_score_gemma":0.0009281836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0172161,"about_ca_topic_score_gemma":0.01838491,"domain_scores_codex":[0.9987571,0.0003955295,0.0002181952,0.0001605033,0.000221753,0.000246831],"domain_scores_gemma":[0.988607,0.00390661,0.005207217,0.0004237431,0.0007430691,0.001112335],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001680438,0.0006316458,0.9901055,0.0001810417,0.00008722554,0.0001388917,0.002249106,0.00003639123,0.00007869717,0.0001549996,0.001202745,0.004965802],"study_design_scores_gemma":[0.00002681442,0.0002790539,0.9912726,0.0001013617,0.00008986772,0.000374625,0.004901691,0.0004279157,0.00007655023,0.00006804545,0.00236666,0.00001481531],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939737,0.000549562,0.00006052788,0.0002498818,0.000007544071,0.00007739641,0.002576771,0.000005460367,0.002499255],"genre_scores_gemma":[0.9955755,0.0006713879,0.0001314172,0.0002894488,0.00004211822,0.0001228135,0.002011438,0.000009181467,0.001146656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0172161,"threshold_uncertainty_score":0.03423178,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08736805962988041,"score_gpt":0.4582638188669161,"score_spread":0.3708957592370357,"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."}}