{"id":"W4388760309","doi":"10.55275/jposna-2023-644","title":"The Generational Differences in Growth-Friendly Treatment Utilization for Early-Onset Scoliosis","year":2023,"lang":"en","type":"article","venue":"Journal of the Pediatric Orthopaedic Society of North America","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"","keywords":"Medicine; Scoliosis; Surgery; General 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":[0.0003171451,0.0001700748,0.0004092293,0.0001290436,0.0002642352,0.00002437613,0.0001871275,0.00005450325,0.000007700876],"category_scores_gemma":[0.0002774591,0.00008685336,0.001050119,0.001348066,0.0001419428,0.00007312583,0.00003935368,0.0001309045,0.000002684218],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001607797,"about_ca_system_score_gemma":0.0004477472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000625178,"about_ca_topic_score_gemma":0.00004009086,"domain_scores_codex":[0.9982024,0.00008334382,0.0006726116,0.0001557776,0.0006137171,0.0002721561],"domain_scores_gemma":[0.9980372,0.0006100583,0.0007240424,0.0001926618,0.0003244293,0.0001115632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001057162,0.000366259,0.9815671,0.00003585197,0.0002550677,0.000002968073,0.0004868065,0.00005097834,0.000001845925,0.000003680694,0.01122362,0.005900131],"study_design_scores_gemma":[0.001917083,0.001224274,0.9944513,0.00004340616,0.0005849067,0.00002209546,0.0003174158,0.0004658274,0.00003376252,0.00004405854,0.0008224188,0.00007342213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9903366,0.002633671,0.0001166549,0.005899332,0.0004032696,0.0005463699,0.00004326699,0.00001180811,0.000009040596],"genre_scores_gemma":[0.9723614,0.02603213,0.0005686499,0.0002146358,0.0006269966,0.00009570993,0.00001036062,0.00001587853,0.00007428245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02339846,"threshold_uncertainty_score":0.3541777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04437816884591538,"score_gpt":0.2939718415387468,"score_spread":0.2495936726928314,"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."}}