{"id":"W4327692832","doi":"10.1016/j.wnsx.2023.100187","title":"Time to surgery for adolescent idiopathic scoliosis: How long does it take? A multicenter study","year":2023,"lang":"en","type":"article","venue":"World Neurosurgery X","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"AO Foundation","keywords":"Medicine; Cobb angle; Idiopathic scoliosis; Retrospective cohort study; Scoliosis; Surgery; Demographics; Deformity; Logistic regression; Pediatrics; General surgery; Demography","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":[0.003948794,0.0002660484,0.0006317911,0.002177762,0.0003545615,0.0008308316,0.0004833238,0.0004558866,0.001177346],"category_scores_gemma":[0.01302115,0.0002647505,0.0008775172,0.004583851,0.0002829029,0.0009178664,0.0004853483,0.0003068352,0.0002181245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005813224,"about_ca_system_score_gemma":0.0006836972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004192689,"about_ca_topic_score_gemma":0.004466757,"domain_scores_codex":[0.9967931,0.00115773,0.0009786946,0.00052284,0.0003426082,0.0002051177],"domain_scores_gemma":[0.9660174,0.007214199,0.02164849,0.001329429,0.002695936,0.00109456],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001493905,0.00001580608,0.9968131,0.0001593712,0.0001387114,0.0000910314,0.0001496196,0.00001683073,0.00007484954,0.00001614313,0.0001460498,0.002229119],"study_design_scores_gemma":[0.00001939424,0.0002043891,0.9975103,0.0001231661,0.0001866381,0.0004955046,0.000657965,0.00005517323,0.00004394923,0.000008802715,0.0006864426,0.000008238402],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904267,0.006901214,0.0001973668,0.000121385,0.00001712066,0.00004706524,0.001887435,0.000005373879,0.0003963695],"genre_scores_gemma":[0.9965364,0.001558649,0.0002138521,0.00009390159,0.00003747918,0.00007250314,0.001429783,0.000005214843,0.00005228918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004192689,"threshold_uncertainty_score":0.02088344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525130134809392,"score_gpt":0.3033813233540126,"score_spread":0.2508683098730734,"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."}}