{"id":"W2945121140","doi":"10.1007/s00247-019-04416-2","title":"A novel percutaneous approach to retrieve an ingested extra-esophageal foreign body","year":2019,"lang":"en","type":"article","venue":"Pediatric Radiology","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Odynophagia; Medicine; Bristle; Dysphagia; Percutaneous; Otorhinolaryngology; Foreign body; Esophagus; Radiology; General surgery; Surgery; Brush","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005277626,0.000352823,0.0008420373,0.0004464904,0.00007227773,0.00001707845,0.0003348233,0.0004821632,0.0004410896],"category_scores_gemma":[0.001057133,0.0002996471,0.0001480471,0.0008067075,0.0001311408,0.000102194,0.00009028909,0.0006215941,0.000436222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820186,"about_ca_system_score_gemma":0.0003144318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004801281,"about_ca_topic_score_gemma":0.000001126668,"domain_scores_codex":[0.9971498,0.0001183134,0.0005493792,0.0008882477,0.0004772251,0.0008170505],"domain_scores_gemma":[0.9977388,0.0003691863,0.000125529,0.0007817268,0.0001391475,0.0008455979],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01172896,0.007846516,0.763968,0.002470664,0.0006964993,0.01167082,0.0053064,0.0008350826,0.09050753,0.05082717,0.04737591,0.006766484],"study_design_scores_gemma":[0.02507441,0.04990249,0.459388,0.00009978142,0.003170379,0.405553,0.00316061,0.03347823,0.0009845204,0.002577545,0.01212914,0.004481945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673363,0.0006899289,0.002233165,0.0001901477,0.0004209257,0.001341074,0.00003283894,0.0002426691,0.02751295],"genre_scores_gemma":[0.9834488,0.00006460177,0.01119542,0.001767126,0.00202618,0.00004668881,0.0001940626,0.00007719205,0.001179952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3938822,"threshold_uncertainty_score":0.9999456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182235246134699,"score_gpt":0.264666333007607,"score_spread":0.24284398054626,"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."}}