{"id":"W4390193861","doi":"10.2196/47222","title":"Minimally Invasive Posterior Spinal Nonfusion Surgery in Patients With Adolescent Idiopathic Scoliosis Using a Bipolar One-Way Self-Expanding Rod System: Protocol for a Single-Center Clinical Cohort Study","year":2023,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Scoliosis; Cobb angle; Surgery; Spinal fusion; Radiological weapon; Perioperative; Idiopathic scoliosis; Cohort","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006825261,0.002685215,0.003706444,0.001273635,0.002581275,0.001178934,0.0016359,0.002118562,0.010565],"category_scores_gemma":[0.003676192,0.00109931,0.002325642,0.001267315,0.001406507,0.001497551,0.001421868,0.0015131,0.002441548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002393643,"about_ca_system_score_gemma":0.008008474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002606534,"about_ca_topic_score_gemma":0.003447802,"domain_scores_codex":[0.9969157,0.001391909,0.0005294919,0.0004689444,0.0003431084,0.0003509504],"domain_scores_gemma":[0.9977441,0.0002366786,0.0003928479,0.0003101445,0.0008692602,0.0004470243],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.3513494,0.2532136,0.2366046,0.01266233,0.002280774,0.004916631,0.004074859,0.006018717,0.02206029,0.003100812,0.0165758,0.08714238],"study_design_scores_gemma":[0.206222,0.4258322,0.3103985,0.002129125,0.001334394,0.001774924,0.003784043,0.00257754,0.00359837,0.001415411,0.04045572,0.0004777384],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.1313475,0.0005291455,0.003387214,0.0002179842,0.0001030983,0.860401,0.002538763,0.00003703009,0.001438301],"genre_scores_gemma":[0.07876411,0.0005989493,0.006062538,0.0004190692,0.0001063576,0.9100229,0.00311597,0.00001123661,0.0008988705],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.010565,"threshold_uncertainty_score":0.03609592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3886957226366181,"score_gpt":0.5332299621977475,"score_spread":0.1445342395611295,"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."}}