{"id":"W2950129931","doi":"10.1177/1559325819852810","title":"The Scoliosis Quandary: Are Radiation Exposures From Repeated X-Rays Harmful?","year":2019,"lang":"en","type":"article","venue":"Dose-Response","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Rheumatology Association","funders":"","keywords":"Scoliosis; Medicine; Radiography; Cancer; Ionizing radiation; Cohort; Radiation therapy; Nuclear medicine; Idiopathic scoliosis; Surgery; Internal medicine; Irradiation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007407167,0.0005655551,0.001448328,0.0009203159,0.0009055185,0.0017269,0.001186221,0.003045347,0.005067287],"category_scores_gemma":[0.03657604,0.0003032549,0.0009246151,0.001163079,0.00332134,0.001711341,0.0008311868,0.003289659,0.001482008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001510473,"about_ca_system_score_gemma":0.001678608,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003383651,"about_ca_topic_score_gemma":0.005050693,"domain_scores_codex":[0.9934635,0.003001167,0.0003567715,0.0007051784,0.002260672,0.0002126355],"domain_scores_gemma":[0.9710541,0.01701777,0.006928739,0.0009849268,0.003323764,0.000690736],"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":[0.002113112,0.0004497551,0.1789135,0.006816093,0.001660278,0.00255159,0.001915303,0.001174363,0.004164638,0.01515933,0.05222762,0.7328544],"study_design_scores_gemma":[0.000310846,0.004455357,0.4681688,0.01504129,0.002880513,0.03289348,0.005988467,0.00279371,0.008087129,0.09788097,0.3612491,0.000250303],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1532342,0.5175161,0.01127545,0.2839858,0.004785837,0.0001365073,0.0007991668,0.0002056302,0.02806134],"genre_scores_gemma":[0.7264799,0.202538,0.005100735,0.04611725,0.009920454,0.0001086628,0.0004621256,0.0002300901,0.009042731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007407167,"threshold_uncertainty_score":0.03917336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584474937972039,"score_gpt":0.2789348404274493,"score_spread":0.2630900910477288,"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."}}