{"id":"W7093317076","doi":"10.3389/fpubh.2023.1258742\"&gt;10.3389/fpubh.2023.1258742&lt;/a&gt;&lt;/p&gt","title":"Community Organization Perspectives on COVID-19 Vaccine Hesitancy and How They Increased COVID-19 Vaccine Confidence: A Canadian Immunization Research Network, Social Sciences and Humanities Network Study","year":2023,"lang":"en","type":"article","venue":"Scholar Commons (University of South Carolina)","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Government (linguistics); Population; Typhoid vaccine; Ebola vaccine; Circumstantial evidence","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.008210705,0.0002023178,0.0003948977,0.0007590631,0.02395545,0.0003519296,0.0007800572,0.0001963744,0.0001381089],"category_scores_gemma":[0.002860689,0.0002449602,0.00005119626,0.003114442,0.0003108476,0.0007431745,0.0004437375,0.0009376941,0.000009615087],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006466875,"about_ca_system_score_gemma":0.001819201,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2591456,"about_ca_topic_score_gemma":0.7486939,"domain_scores_codex":[0.9939853,0.004085311,0.0001458468,0.0004136433,0.0006640184,0.0007058988],"domain_scores_gemma":[0.9973289,0.0009173696,0.0001889538,0.0003490902,0.0007169197,0.0004987682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009550905,0.00006310672,0.6733773,0.00003887216,0.00005894243,0.00003850756,0.2983084,0.0002127911,0.000005299259,0.02068911,0.007058824,0.00005339727],"study_design_scores_gemma":[0.001107271,0.0002800626,0.450419,0.00002411619,0.00005763698,0.000002002041,0.5431159,0.00004998875,2.697232e-7,0.002570948,0.002186412,0.0001863559],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9784113,0.0004818098,0.0000842307,0.01871769,0.00006838699,0.0007968918,0.00006604049,0.0001532011,0.00122047],"genre_scores_gemma":[0.9985601,0.0004425383,0.00005397573,0.0003190281,0.000201072,0.000001754251,0.00005009864,0.00001941373,0.0003520459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4895483,"threshold_uncertainty_score":0.9989185,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09393616703410762,"score_gpt":0.3332850128652765,"score_spread":0.2393488458311688,"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."}}