{"id":"W4399028093","doi":"10.2196/49366","title":"Effects of COVID-19 Illness and Vaccination Infodemic Through Mobile Health, Social Media, and Electronic Media on the Attitudes of Caregivers and Health Care Providers in Pakistan: Qualitative Exploratory Study","year":2024,"lang":"en","type":"article","venue":"JMIR Infodemiology","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Sabin Vaccine Institute","keywords":"Social media; Qualitative research; Exploratory research; Coronavirus disease 2019 (COVID-19); Health care; Health communication; Health equity; Medicine; Psychology; Nursing; Public relations; Sociology; Political science; Public health; Disease","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":[0.002772241,0.0001265267,0.0003937611,0.0001527216,0.0002833738,0.00002317862,0.00009967406,0.0001239159,0.000008404762],"category_scores_gemma":[0.0009505994,0.00009737326,0.00002401046,0.0002855974,0.0004203435,0.0003607345,0.00005023642,0.0002595199,4.225718e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005346289,"about_ca_system_score_gemma":0.001571818,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002759246,"about_ca_topic_score_gemma":0.0238158,"domain_scores_codex":[0.9971889,0.001623813,0.0004671183,0.0001933586,0.0002273489,0.0002994465],"domain_scores_gemma":[0.9956802,0.003782522,0.0002797022,0.00007410796,0.0000698624,0.0001136256],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004787645,0.00002998347,0.001589723,0.0007392793,0.00001782257,4.814805e-7,0.9431477,0.000009454737,0.000001943257,0.04850213,0.0007068239,0.005206749],"study_design_scores_gemma":[0.0007712201,0.0006912859,0.02165836,0.00006316788,0.000006950134,4.783469e-7,0.9719864,0.0000150084,0.000007357998,0.003812211,0.0008852942,0.0001022271],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879245,0.005438759,0.00003347037,0.004343467,0.0001002539,0.001997226,0.00001937101,0.00003221551,0.0001107284],"genre_scores_gemma":[0.9969934,0.001765794,0.000009736597,0.001032034,0.00002687162,0.0001557902,0.000008284666,0.000005994727,0.000002050741],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04468992,"threshold_uncertainty_score":0.993997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05890447410258443,"score_gpt":0.4722809292369249,"score_spread":0.4133764551343405,"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."}}