{"id":"W4368368290","doi":"10.1186/s13023-023-02717-2","title":"Pediatric joint hypermobility: a diagnostic framework and narrative review","year":2023,"lang":"en","type":"review","venue":"Orphanet Journal of Rare Diseases","topic":"Connective tissue disorders research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"Ehlers-Danlos Society","keywords":"Joint hypermobility; Ehlers–Danlos syndrome; Population; Medicine; Hypermobility (travel); Pediatrics; Physical therapy; Dermatology","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":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004243491,0.000413487,0.00157912,0.0002277094,0.00009468042,0.00004551571,0.000383588,0.0002481294,0.0001598686],"category_scores_gemma":[0.01312655,0.0003214375,0.0006703009,0.0004485761,0.0001186168,0.000008271025,0.0002790751,0.00046275,0.00003242255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004001975,"about_ca_system_score_gemma":0.0008446234,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002612465,"about_ca_topic_score_gemma":0.000002758319,"domain_scores_codex":[0.9974396,0.000580999,0.0008135731,0.0004435357,0.0004033716,0.0003189385],"domain_scores_gemma":[0.9973295,0.0008063085,0.0007147295,0.0004170124,0.000391197,0.0003412106],"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":[0.00005944473,0.0003340179,0.0005368331,0.1557773,0.001208509,0.001025698,0.00009791448,9.558706e-7,0.00000474426,0.00001888661,0.04906622,0.7918695],"study_design_scores_gemma":[0.0003355452,0.0008049944,0.0003258384,0.05539239,0.003356447,0.0006578711,0.0001559751,2.483474e-7,0.000002508181,0.0003400245,0.9380117,0.0006164649],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005537871,0.9980006,0.00002747891,0.00008330285,0.0001741141,0.000848758,0.0002890517,0.000008899995,0.00001398663],"genre_scores_gemma":[0.0001088873,0.9985032,0.000043265,0.00008777276,0.000751059,0.00009662206,0.0002259058,0.00007381975,0.0001094567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8889455,"threshold_uncertainty_score":0.9999238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04451063762948897,"score_gpt":0.3674277140914207,"score_spread":0.3229170764619317,"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."}}