{"id":"W4411144478","doi":"10.2196/67816","title":"Patient Perspectives on Artificial Intelligence in Medical Imaging","year":2025,"lang":"en","type":"article","venue":"Journal of Participatory Medicine","topic":"Artificial Intelligence in Healthcare and Education","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Preprint; Artificial intelligence; Computer science; Medical physics; Medicine; World Wide Web","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":[0.03453252,0.0005176777,0.0007470047,0.0008793787,0.006656769,0.0113447,0.001640226,0.01596012,0.005822255],"category_scores_gemma":[0.07048139,0.0003692297,0.0007771404,0.0009494102,0.03111576,0.009277852,0.008189192,0.0235972,0.001123177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004738988,"about_ca_system_score_gemma":0.004818392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009968812,"about_ca_topic_score_gemma":0.001186207,"domain_scores_codex":[0.9422374,0.04712672,0.001766249,0.001552543,0.0058128,0.00150417],"domain_scores_gemma":[0.8732734,0.1099585,0.006470705,0.001721102,0.005446287,0.00313003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002378434,0.00008008187,0.00232844,0.002353493,0.0001215586,0.004334413,0.2665319,0.0007687646,0.001549587,0.4243401,0.1889995,0.1083542],"study_design_scores_gemma":[0.00006766214,0.0001539949,0.0009598896,0.005496457,0.00007639194,0.006498341,0.06555011,0.0004606013,0.0008887997,0.1727531,0.7469617,0.0001328293],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006571731,0.03207532,0.002584578,0.9317886,0.003543378,0.00001423172,0.00003303339,0.00002378691,0.02336546],"genre_scores_gemma":[0.4508487,0.04766443,0.002610086,0.475323,0.01897922,0.00009038462,0.00005836148,0.00008550852,0.0043404],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03453252,"threshold_uncertainty_score":0.1826276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2040357725178896,"score_gpt":0.5042160859436321,"score_spread":0.3001803134257425,"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."}}