{"id":"W2595303863","doi":"10.1097/brs.0000000000002019","title":"Clinical Biomechanics of the Spine","year":2017,"lang":"en","type":"article","venue":"Spine","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":319,"is_retracted":false,"has_abstract":true,"ca_institutions":"Object Research Systems (Canada)","funders":"","keywords":"Medicine; Biomechanics; Implant; Spinal fusion; Spinal stenosis; Sitting; Orthodontics; Lumbar; Surgery; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002205972,0.00007677347,0.0002769105,0.00002645098,0.00007597095,0.000006291045,0.0002884052,0.00009109763,0.0002527347],"category_scores_gemma":[0.0006174743,0.00004377566,0.0002270337,0.00004305673,0.0002025362,0.00003954171,0.0001994807,0.000151285,0.00006145821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007437158,"about_ca_system_score_gemma":0.00004300278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002787473,"about_ca_topic_score_gemma":0.0000120274,"domain_scores_codex":[0.9992833,0.0000201389,0.000308534,0.0001493857,0.000110375,0.0001283404],"domain_scores_gemma":[0.9987189,9.041689e-7,0.0001968611,0.0009554808,0.0000715666,0.00005628328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00004775994,0.001081909,0.07679743,0.0002798768,0.0002736906,0.0001129833,0.00007204744,1.770276e-7,0.6787679,0.02304791,0.03178126,0.187737],"study_design_scores_gemma":[0.001225514,0.0007818096,0.962358,0.000122811,0.00006453583,0.00003742734,0.000009309736,0.0001986442,0.02912443,0.0003803829,0.005641448,0.00005567546],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739542,0.0001919038,0.0004441773,0.007250373,0.001217793,0.0002029371,0.000005715799,0.00002066617,0.01671221],"genre_scores_gemma":[0.9921934,0.00006608191,0.001349141,0.00109701,0.0002818217,0.000003042344,0.000003741412,0.00001040754,0.004995343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8855606,"threshold_uncertainty_score":0.2767268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07004036834475064,"score_gpt":0.4097990723570705,"score_spread":0.3397587040123199,"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."}}