{"id":"W7063971068","doi":"","title":"Assessing Clinical Appropriateness: A retrospective audit of CTEs performed in St. John’s, Newfoundland and Labrador, during 2022.","year":2025,"lang":"en","type":"article","venue":"The Journal of Macrodynamic Analysis (Memorial University of Newfoundland)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Audit; Retrospective cohort study; Computed tomography; Clinical audit; Clinical Practice; Ultrasonography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002470562,0.0003918611,0.0004228067,0.003079593,0.0009164892,0.001338803,0.0009565677,0.0005370782,0.00118199],"category_scores_gemma":[0.01155158,0.0007039956,0.0003087693,0.005689089,0.0010788,0.0008319126,0.001695562,0.0005508507,0.0002869451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00882951,"about_ca_system_score_gemma":0.006141252,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3605161,"about_ca_topic_score_gemma":0.5740826,"domain_scores_codex":[0.9937143,0.0009938302,0.001565538,0.0008209063,0.001983038,0.00092243],"domain_scores_gemma":[0.973755,0.004656147,0.01366323,0.001150761,0.00502357,0.001751191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009586131,0.00001831481,0.9951806,0.0001320869,0.00003159064,0.0006644994,0.000596291,0.00003942553,0.00020033,0.0000131144,0.0006741429,0.002353684],"study_design_scores_gemma":[0.000003863792,0.00004118046,0.9974694,0.00007094924,0.00001381872,0.0004718611,0.001232176,0.00005817349,0.00009648203,0.000002393263,0.0005342725,0.000005531635],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897678,0.002532022,0.0001637115,0.0002723927,0.00001934373,0.0001979997,0.004803339,0.00001633608,0.002227107],"genre_scores_gemma":[0.9965417,0.0009203038,0.0002374544,0.0002587673,0.00001598934,0.00007556803,0.001652166,0.00001006445,0.000287979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6394839,"threshold_uncertainty_score":0.7168353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008957364245744254,"score_gpt":0.2710584927528819,"score_spread":0.2621011285071376,"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."}}