{"id":"W4387483374","doi":"10.1055/s-0043-1771333","title":"Update on Pediatric Spine Imaging","year":2023,"lang":"en","type":"article","venue":"Seminars in Musculoskeletal Radiology","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Physical examination; Clinical history; Medical history; Back pain; Physical exam; Radiology; Surgery; Pathology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003291506,0.0002182208,0.0003845168,0.0006667215,0.00007366632,0.000007663039,0.0001025884,0.0001185066,0.0002600223],"category_scores_gemma":[0.0002397162,0.0001960398,0.0002352388,0.0009911071,0.00009299618,0.00005081562,0.00006486002,0.0003385714,0.0009527137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001254589,"about_ca_system_score_gemma":0.00006034701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002142595,"about_ca_topic_score_gemma":0.000005015621,"domain_scores_codex":[0.9984016,0.00008972055,0.0003006851,0.0004457131,0.0001765998,0.0005857156],"domain_scores_gemma":[0.9993087,0.00009057971,0.0000584269,0.000350813,0.00003698611,0.0001545059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001659364,0.0003464297,0.9181424,0.0003528542,0.00007183162,0.00186969,0.0001122339,0.000239132,0.0008806645,0.002576388,0.03043942,0.04480304],"study_design_scores_gemma":[0.00229614,0.0007928867,0.9851623,0.000113821,0.0001949862,0.000462443,0.0001142751,0.001741847,0.00007282655,0.001364407,0.0072895,0.0003945368],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988342,0.0009010262,0.00001468371,0.002253341,0.0006044054,0.000298316,0.000008422959,0.0002465001,0.007331329],"genre_scores_gemma":[0.9945071,0.002929387,0.00009938198,0.001166256,0.0006388825,0.00005944322,0.0001487898,0.00004341211,0.0004073579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06701995,"threshold_uncertainty_score":0.9998252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006228456295321897,"score_gpt":0.2856124475090763,"score_spread":0.2793839912137544,"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."}}