{"id":"W2085699055","doi":"10.1186/1748-7161-5-s1-o3","title":"Pediatric scoliosis predictive blood tests: progress and challenges for clinicians","year":2010,"lang":"en","type":"article","venue":"Scoliosis","topic":"Growth Hormone and Insulin-like Growth Factors","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Scoliosis; Asymptomatic; Clearance; Intensive care medicine; Disease; Blood test; Idiopathic scoliosis; Stage (stratigraphy); Physical therapy; Pediatrics; Pathology; Internal medicine; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003855205,0.0003182522,0.0005334427,0.0004189347,0.0001967624,0.00004988998,0.0001647238,0.0003691459,0.00001443223],"category_scores_gemma":[0.0005493566,0.0002759696,0.0001886614,0.000447815,0.0002090789,0.0002264058,0.0000837574,0.0004613778,0.00001443298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001899324,"about_ca_system_score_gemma":0.0001603163,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001173679,"about_ca_topic_score_gemma":0.0000303186,"domain_scores_codex":[0.9979936,0.00003171628,0.000475265,0.000618245,0.0003223315,0.0005588581],"domain_scores_gemma":[0.998533,0.000130477,0.0001797736,0.0004469642,0.0003108986,0.0003989022],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004136836,0.001217722,0.9824709,0.001353398,0.0003367194,0.00002735526,0.001275132,9.092377e-8,0.001314472,0.0007702117,0.001208576,0.009611708],"study_design_scores_gemma":[0.004080473,0.003046417,0.98063,0.0002110034,0.001623645,0.00006915559,0.0004258378,0.00007228176,0.003741077,0.0004997241,0.005184901,0.0004154867],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9770381,0.01642431,0.00001086634,0.003035865,0.0005637064,0.001669411,0.00005676895,0.0002061525,0.0009947626],"genre_scores_gemma":[0.9884987,0.007843508,0.001041626,0.0004109332,0.001556931,0.0005264165,0.00001126108,0.00006952014,0.0000410527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01146059,"threshold_uncertainty_score":0.9999692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293667341199417,"score_gpt":0.286360502255885,"score_spread":0.2569937681359433,"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."}}