{"id":"W4200255153","doi":"10.2196/33330","title":"Health Care Providers’ Trusted Sources for Information About COVID-19 Vaccines: Mixed Methods Study","year":2021,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Vaccine Coverage and Hesitancy","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Kaiser Permanente","keywords":"Thematic analysis; Health care; Government (linguistics); Context (archaeology); Family medicine; Nursing; Vaccination; Qualitative research; Medicine; Political science; Virology","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":[0.002123629,0.0001772837,0.000550441,0.0001447097,0.0009064758,0.00009541157,0.000293283,0.0002377231,0.0001045792],"category_scores_gemma":[0.004261135,0.0001687128,0.000143179,0.0003614323,0.00002648233,0.0005493661,0.0001163741,0.0001992962,0.00001440801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003809803,"about_ca_system_score_gemma":0.002908062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001895016,"about_ca_topic_score_gemma":0.0126741,"domain_scores_codex":[0.9964034,0.00186159,0.0007348452,0.0002975101,0.0001609537,0.0005417193],"domain_scores_gemma":[0.9973377,0.001293014,0.0004064346,0.0003093682,0.0003555345,0.0002979236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002145189,0.000177497,0.3204105,0.0004785374,0.0001026847,0.000006936896,0.5389529,0.0004087941,0.00001294153,0.01612321,0.05012437,0.07298711],"study_design_scores_gemma":[0.002136201,0.0004669826,0.09719128,0.0000141659,0.00003304329,0.000004488698,0.319011,0.00007711009,0.00001947016,0.002108642,0.5786515,0.0002860938],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8887067,0.003033403,0.05713202,0.03971937,0.001422386,0.005788715,0.00006336797,0.0005228346,0.003611196],"genre_scores_gemma":[0.9673104,0.0001245419,0.0114847,0.01937106,0.0003704952,0.0008385641,0.0001470315,0.00001529992,0.0003379165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5285271,"threshold_uncertainty_score":0.7072444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05103907794534937,"score_gpt":0.4544988053299343,"score_spread":0.4034597273845849,"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."}}