{"id":"W4407011864","doi":"10.1302/2048-0105.141.360213","title":"Spine","year":2025,"lang":"en","type":"article","venue":"Bone and Joint 360","topic":"Spine and Intervertebral Disc Pathology","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000543196,0.00005488561,0.0001880012,0.00008131652,0.00002181027,0.000004944297,0.000008852544,0.00004087625,0.0001836029],"category_scores_gemma":[0.00005083123,0.00004148651,0.00005162538,0.00006802531,0.00003352956,0.00002255015,0.00003318966,0.00006721196,0.00004635987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006496999,"about_ca_system_score_gemma":0.00002089481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002074452,"about_ca_topic_score_gemma":0.00000560622,"domain_scores_codex":[0.9996203,0.000006360202,0.0001344464,0.0001120423,0.00003385167,0.00009296121],"domain_scores_gemma":[0.9998153,9.016363e-7,0.00001513473,0.0001097231,0.00002105309,0.00003787781],"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":[0.00007127833,0.000436335,0.01776014,0.0005785588,0.0001666627,0.0006042388,0.0002124506,1.796533e-7,0.3851843,0.07216186,0.3576714,0.1651526],"study_design_scores_gemma":[0.001451267,0.0003953543,0.9326733,0.0002027338,0.0000706576,0.0001611034,0.00007261067,0.00009295459,0.01090139,0.001286364,0.05261455,0.00007774873],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8334252,0.002606382,0.0007233785,0.009905548,0.000150407,0.0001263529,0.000001406269,0.00005149233,0.1530098],"genre_scores_gemma":[0.9568347,0.0001455583,0.000906916,0.006382885,0.00006018559,0.000006895831,0.000007511402,0.000004421805,0.03565091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9149131,"threshold_uncertainty_score":0.2010323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01813417316450734,"score_gpt":0.2896817051451253,"score_spread":0.2715475319806179,"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."}}