{"id":"W4306733327","doi":"10.2196/38794","title":"The Experience of Health Professionals With Misinformation and Its Impact on Their Job Practice: Qualitative Interview Study","year":2022,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Misinformation; Qualitative research; Masking (illustration); Health care; Medicine; Pandemic; Psychology; Social media; Medical education; Nursing; Family medicine; Coronavirus disease 2019 (COVID-19); Political science; Disease; Sociology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02142619,0.0006118664,0.000969825,0.002362478,0.01133508,0.005150421,0.001715309,0.003150572,0.002962882],"category_scores_gemma":[0.033433,0.001198218,0.000450669,0.002253712,0.01078715,0.004522509,0.008315177,0.004350562,0.0004687075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007209293,"about_ca_system_score_gemma":0.008873615,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0196176,"about_ca_topic_score_gemma":0.02424749,"domain_scores_codex":[0.9827117,0.01248479,0.0005440546,0.0006435576,0.0009525612,0.0026634],"domain_scores_gemma":[0.9517678,0.03618469,0.003353625,0.0007525049,0.003318606,0.004622845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001242725,0.00002057067,0.002003564,0.00006201956,0.000001418288,0.0002506547,0.9964045,0.00000854184,0.0001272608,0.0001638906,0.0001316432,0.0008135231],"study_design_scores_gemma":[0.000002162671,0.00002590402,0.0007050023,0.00009199147,0.000001230481,0.00007977866,0.9975644,0.00002380582,0.00004524368,0.00004612191,0.001409768,0.000004650814],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926407,0.0008260487,0.0009946504,0.002296003,0.00005293921,0.0002161992,0.00008116621,0.00001085432,0.002881379],"genre_scores_gemma":[0.9954541,0.001037076,0.0007210328,0.001101933,0.0000266905,0.0002833854,0.00003732532,0.00001352138,0.001324916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02142619,"threshold_uncertainty_score":0.1133139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2416896380694276,"score_gpt":0.6217672588016238,"score_spread":0.3800776207321962,"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."}}