{"id":"W4391223714","doi":"10.1097/bpo.0000000000002622","title":"Clinical Relevance of Painful Congenital Early-onset Scoliosis: A Magnetic Resonance Image-based Study","year":2024,"lang":"en","type":"article","venue":"Journal of Pediatric Orthopaedics","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Magnetic resonance imaging; Scoliosis; Back pain; Congenital scoliosis; Clinical significance; Retrospective cohort study; Radiology; Pediatrics; 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":[],"consensus_categories":[],"category_scores_codex":[0.002045779,0.0002814465,0.0008924085,0.000614621,0.0000516538,0.00006278612,0.00019798,0.0001553768,0.0001093759],"category_scores_gemma":[0.001547,0.0002123738,0.0007886198,0.001132453,0.0001212797,0.0001872596,0.00005109755,0.0007155384,0.00003599355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000112733,"about_ca_system_score_gemma":0.001125116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001263853,"about_ca_topic_score_gemma":0.00001203574,"domain_scores_codex":[0.9960132,0.0002819882,0.00189783,0.0003501833,0.001120188,0.0003366046],"domain_scores_gemma":[0.9969288,0.001044719,0.0005688804,0.0003939004,0.0006748367,0.0003889136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005626258,0.003146205,0.9735295,0.0002289044,0.0002273942,0.003173381,0.0001904264,0.000002705861,0.000005830445,0.00000614821,0.00491751,0.01400935],"study_design_scores_gemma":[0.005402822,0.01161447,0.976282,0.0004962153,0.003396995,0.000181973,0.000215129,0.0001329024,0.00003771222,0.00002839117,0.002028614,0.0001827514],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9124976,0.0850379,0.00006112576,0.0005552647,0.001086781,0.0006012683,0.00003248737,0.00003560702,0.00009200539],"genre_scores_gemma":[0.9896286,0.005948008,0.001867114,0.0002153566,0.002185912,0.00002681445,0.000001648101,0.00004990117,0.00007671005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07908989,"threshold_uncertainty_score":0.8660351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02645011486148334,"score_gpt":0.3363918567130391,"score_spread":0.3099417418515557,"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."}}