{"id":"W4400201260","doi":"10.7759/cureus.63583","title":"Anterioposterior Views Coupled With Lateral Views Are the Best for the Intraoperative Radiographic Detection of Retained Surgical Sponges","year":2024,"lang":"en","type":"article","venue":"Cureus","topic":"Hemostasis and retained surgical items","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Radiography; Surgery; Radiology","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":[0.0006151677,0.0002047508,0.0004781971,0.00005699792,0.0001663774,0.00007470885,0.0001231311,0.0001053949,0.00006823034],"category_scores_gemma":[0.00005398876,0.00007613128,0.0002766186,0.0004061104,0.0002919456,0.00007158436,0.00002605017,0.0002612318,0.000006122621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003249274,"about_ca_system_score_gemma":0.00005133298,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003349933,"about_ca_topic_score_gemma":0.0001832775,"domain_scores_codex":[0.9987797,0.0001118142,0.0003850232,0.0002709209,0.0002133427,0.0002391986],"domain_scores_gemma":[0.9989243,0.000414182,0.00008962212,0.0003320205,0.0001572267,0.00008261212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02696646,0.002131408,0.01804195,0.006066933,0.009923303,0.00375179,0.02877521,0.0001220739,0.337495,0.003587612,0.002862264,0.560276],"study_design_scores_gemma":[0.006200064,0.006637672,0.008698685,0.003111679,0.002064334,0.002598484,0.007541681,0.05523356,0.02146168,0.000104134,0.8856062,0.0007417839],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540452,0.0354667,0.0007204656,0.007231731,0.0004055862,0.001782101,0.00004203941,0.00005818873,0.0002479678],"genre_scores_gemma":[0.9955311,0.003083389,0.00004289805,0.0001671975,0.0003353463,0.0001352517,0.00001568455,0.00003052084,0.0006585548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.882744,"threshold_uncertainty_score":0.3104544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04432439429227061,"score_gpt":0.3133430037497616,"score_spread":0.269018609457491,"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."}}