{"id":"W4361280202","doi":"10.31080/asor.2023.06.0713","title":"Diagnostic Dilemmas and Treatment Strategy for Paediatric Non-Traumatic Knee Effusion","year":2023,"lang":"en","type":"article","venue":"Acta Scientific Orthopaedics","topic":"Bone fractures and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"ASTER","funders":"","keywords":"Medicine; Effusion; Physical therapy; Surgery","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":[0.0004281776,0.0002750007,0.000370551,0.0003480035,0.0004829158,0.0001599263,0.00006988607,0.0001278707,0.00006043428],"category_scores_gemma":[0.0003522864,0.0001975749,0.000194324,0.0008051434,0.0001522651,0.0001187664,0.00006928699,0.000100324,0.0001171355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008939043,"about_ca_system_score_gemma":0.0001833549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004981686,"about_ca_topic_score_gemma":0.00008771171,"domain_scores_codex":[0.9980388,0.00002379091,0.0003656597,0.0005955466,0.0003976867,0.000578529],"domain_scores_gemma":[0.9982613,0.0007118612,0.0001231776,0.0004633497,0.00009731871,0.0003430326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0003506872,0.001942081,0.323876,0.0007892809,0.000589132,0.0007940196,0.002267256,0.00009127308,0.002819517,0.0001801988,0.04347681,0.6228237],"study_design_scores_gemma":[0.013477,0.004565387,0.8676816,0.0003515351,0.00193081,0.0001600062,0.0007344288,0.01036932,0.001212025,0.0008148027,0.09799574,0.0007073764],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954333,0.0004393643,0.00008179129,0.000750964,0.001002718,0.001669218,0.0001188233,0.0001567589,0.0003470452],"genre_scores_gemma":[0.9922068,0.0004026957,0.0003468888,0.00006254778,0.0002641072,0.0002259645,0.0006630075,0.00004232615,0.005785701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6221164,"threshold_uncertainty_score":0.8056871,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03468111795913346,"score_gpt":0.2967239771948495,"score_spread":0.262042859235716,"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."}}