{"id":"W2147834227","doi":"10.1186/1748-7161-7-2","title":"Biomechanical evaluation of predictive parameters of progression in adolescent isthmic spondylolisthesis: a computer modeling and simulation study","year":2012,"lang":"en","type":"article","venue":"Scoliosis","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Medicine; Spondylolisthesis; Orthopedic surgery; Bioinformatics; Medical physics; Pathology; Physical medicine and rehabilitation; Surgery; Biology; Lumbar","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007465846,0.00007671553,0.0002486261,0.0002373463,0.000009833818,0.000002114497,0.00002864316,0.00006118719,0.000006988352],"category_scores_gemma":[0.00008885955,0.00006157246,0.00004300564,0.0001856196,0.00002689881,0.0001015537,0.00003672939,0.00006451561,6.726906e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005207418,"about_ca_system_score_gemma":0.00002337872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002989919,"about_ca_topic_score_gemma":0.000003645413,"domain_scores_codex":[0.9989716,0.0001750279,0.0003218517,0.0001389235,0.0002736084,0.0001189954],"domain_scores_gemma":[0.9995896,0.000006925122,0.00009859313,0.0001192719,0.0001395607,0.00004607733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001189792,0.007812351,0.8679177,0.0005398538,0.0001799881,0.000004615287,0.007274,0.02096292,0.02214221,0.00004494083,0.000017913,0.07191374],"study_design_scores_gemma":[0.001234464,0.0008719129,0.3749053,0.0004904489,0.0001411492,0.000002261411,0.0003184746,0.6201247,0.001860173,0.0000175223,8.995968e-8,0.00003356374],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942077,0.0004056091,0.00427996,0.00002712135,0.00005496054,0.001001266,0.000002215896,0.000007913734,0.00001328931],"genre_scores_gemma":[0.9988904,0.000005762261,0.0009853839,0.00003330286,0.00003072301,0.00004276489,0.000004022116,0.000007098932,5.18129e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5991617,"threshold_uncertainty_score":0.2510852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1107070027544408,"score_gpt":0.4005002017349341,"score_spread":0.2897931989804933,"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."}}