{"id":"W4398239156","doi":"10.1097/bpo.0000000000002728","title":"Intraoperative 3D Fluoroscopy During Open Reduction for DDH: An Effective Alternative to Postoperative CT/MRI","year":2024,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Hip disorders and treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Hospital for Sick Children","funders":"","keywords":"Medicine; Magnetic resonance imaging; Fluoroscopy; Radiology; Reduction (mathematics); Nuclear medicine; Computed tomography; Subluxation; Tomography","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":[],"consensus_categories":[],"category_scores_codex":[0.0005273994,0.0002679609,0.0005330038,0.000495217,0.0001961672,0.0001901279,0.0001887216,0.00006656942,0.00009909442],"category_scores_gemma":[0.0002364489,0.0001982967,0.0002199587,0.0005725542,0.0000369396,0.0008019016,0.00007551255,0.0004192697,0.00002410646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003742082,"about_ca_system_score_gemma":0.0004500716,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003928847,"about_ca_topic_score_gemma":0.00001486687,"domain_scores_codex":[0.9982395,0.0001218473,0.0005655366,0.0003705337,0.0004067217,0.0002959137],"domain_scores_gemma":[0.9984816,0.0001312128,0.0002050096,0.0001642978,0.0006168186,0.0004010173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.03232783,0.01148163,0.1727683,0.002559706,0.0118111,0.01652546,0.1256201,0.005128048,0.03754919,0.002342486,0.0472398,0.5346463],"study_design_scores_gemma":[0.1326636,0.2357826,0.2272898,0.005600659,0.02989685,0.03115948,0.04411156,0.01349801,0.1820406,0.00601021,0.08465389,0.007292723],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889755,0.001463727,0.003422297,0.001574504,0.00176852,0.002250321,0.0000689976,0.0000299648,0.0004461827],"genre_scores_gemma":[0.9823895,0.0009260557,0.01201729,0.0002272446,0.003338587,0.0001321451,0.00002695034,0.00006702961,0.0008752172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5273536,"threshold_uncertainty_score":0.8086303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01600002281323423,"score_gpt":0.3445983685587364,"score_spread":0.3285983457455022,"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."}}