{"id":"W4225588524","doi":"10.1007/s43390-022-00481-0","title":"Scoliosis flexibility correlates with post-operative outcomes following growth friendly surgery","year":2022,"lang":"en","type":"article","venue":"Spine Deformity","topic":"Scoliosis diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Izaak Walton Killam Health Centre","funders":"Faculty of Medicine, Dalhousie University","keywords":"Medicine; Scoliosis; Congenital scoliosis; Etiology; Idiopathic scoliosis; Surgery; Retrospective cohort study; Flexibility (engineering); Orthopedic surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004310982,0.0003033966,0.000324289,0.0008014003,0.0005236619,0.0009601301,0.0005792491,0.0005988791,0.004079275],"category_scores_gemma":[0.005030177,0.0001551205,0.000565131,0.0007607826,0.0006208269,0.0005109337,0.0009930956,0.001062251,0.000545852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004540401,"about_ca_system_score_gemma":0.0005777343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004163646,"about_ca_topic_score_gemma":0.007056518,"domain_scores_codex":[0.9994212,0.00005827003,0.0000695384,0.00007731593,0.0001467841,0.0002267995],"domain_scores_gemma":[0.9946895,0.0008649484,0.002640963,0.0001312543,0.0004293168,0.001244046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001106758,0.00007342683,0.9973963,0.000007511454,0.00002978534,0.0001143347,0.00007343853,0.00006230781,0.0001898168,0.00001755322,0.00004581274,0.00187895],"study_design_scores_gemma":[9.221826e-7,0.0000857759,0.9994804,0.000004082975,0.000006681384,0.0001519857,0.0001351599,0.0000353212,0.00003698786,0.00001398014,0.0000459783,0.000002748614],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998948,0.0001123277,0.00003205484,0.00005267942,0.000007428489,0.000004010374,0.0001253549,0.000002701069,0.0007154187],"genre_scores_gemma":[0.9995137,0.00003760313,0.00001849408,0.000008665753,0.000006537374,0.000002180656,0.000192558,0.000001241721,0.0002189533],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004163646,"threshold_uncertainty_score":0.01364654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02030032389531935,"score_gpt":0.2932626868911309,"score_spread":0.2729623629958116,"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."}}