{"id":"W4392209372","doi":"10.1097/nnr.0000000000000711","title":"Health Misinformation and Nursing Science","year":2023,"lang":"en","type":"article","venue":"Nursing Research","topic":"Misinformation and Its Impacts","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child, Adolescent and Family Mental Health","funders":"","keywords":"Misinformation; Nursing; Psychology; Nursing science; Medicine; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.009091282,0.00004577426,0.00007458865,0.0008151513,0.003443569,0.0005510959,0.0002097737,0.000041474,0.00003487222],"category_scores_gemma":[0.001274821,0.00004515432,0.00001166822,0.003099946,0.002019026,0.001208046,0.0000146456,0.0001977005,0.0002591605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007287569,"about_ca_system_score_gemma":0.001362233,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000264995,"about_ca_topic_score_gemma":0.00002090248,"domain_scores_codex":[0.9971997,0.0001618905,0.0001599672,0.0001234987,0.001553797,0.0008011795],"domain_scores_gemma":[0.9990178,0.0001422559,0.00004005296,0.000131464,0.0002842495,0.0003841941],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005321313,0.00001279912,0.00003410447,0.000009368842,3.939754e-7,2.120969e-7,0.2683216,0.000004096687,0.0000914881,0.06497844,0.03609578,0.6304464],"study_design_scores_gemma":[0.0009248275,0.0003458328,0.1131749,0.002528336,0.000003046569,0.00001546093,0.7434877,0.01284423,0.0007719011,0.0632969,0.0621662,0.0004406704],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3058377,0.0001181259,0.0001424159,0.05738218,0.0004217564,0.0003837635,0.000002077282,0.0002495914,0.6354624],"genre_scores_gemma":[0.9977702,0.0001730313,0.0001989969,0.0001433041,0.00009863712,9.409953e-7,0.000003858157,0.000004518457,0.001606506],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6919325,"threshold_uncertainty_score":0.9978538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2151073720494977,"score_gpt":0.574373266503044,"score_spread":0.3592658944535463,"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."}}