{"id":"W4416265748","doi":"10.1016/j.jacr.2025.11.009","title":"The Cult of “Myself”: How Hypercorrection Seizes Professional English, and Why It Matters in Radiology","year":2025,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Radiology practices and education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Cult","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009300738,0.0003093728,0.0003861405,0.001190145,0.008571915,0.01020833,0.001543455,0.004729374,0.00741988],"category_scores_gemma":[0.08096424,0.0004407541,0.0005067395,0.0007695206,0.02226859,0.01035266,0.00654631,0.01039577,0.002162763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005505594,"about_ca_system_score_gemma":0.01211098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01737907,"about_ca_topic_score_gemma":0.03102034,"domain_scores_codex":[0.9849797,0.008109665,0.0006006684,0.0008844836,0.003626161,0.00179936],"domain_scores_gemma":[0.9543813,0.0236924,0.006031561,0.002194091,0.006138782,0.007561911],"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":[0.0002196159,0.0002949101,0.04737771,0.0005175436,0.00007977447,0.008613877,0.4936946,0.0001674143,0.002149147,0.07509123,0.2074041,0.1643901],"study_design_scores_gemma":[0.0000652032,0.0001704341,0.02627703,0.00238416,0.0001020771,0.01119557,0.5156386,0.0005064583,0.001546975,0.06996536,0.3719301,0.0002181054],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.2419851,0.009743041,0.005031106,0.6098372,0.004912677,0.00004854077,0.00007478296,0.0002895134,0.1280781],"genre_scores_gemma":[0.9084964,0.004317201,0.00234002,0.06440666,0.001820599,0.0000428672,0.00003505318,0.0006223039,0.01791891],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01737907,"threshold_uncertainty_score":0.0491876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008580651127116586,"score_gpt":0.2915500629232785,"score_spread":0.2829694117961619,"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."}}