{"id":"W4408063608","doi":"10.1016/j.mric.2025.02.003","title":"Spine Imaging","year":2025,"lang":"en","type":"editorial","venue":"Magnetic Resonance Imaging Clinics of North America","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; SPINE (molecular biology); Radiology; Nuclear medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003760738,0.0007182442,0.001508212,0.0004799421,0.00009086085,0.00009692539,0.001153883,0.000185956,0.0001664107],"category_scores_gemma":[0.002482937,0.0007569815,0.0005155895,0.001101807,0.0005835883,0.000125005,0.000235091,0.001716795,0.00006392931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009556056,"about_ca_system_score_gemma":0.0003669114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001585194,"about_ca_topic_score_gemma":0.00001392006,"domain_scores_codex":[0.9954801,0.00009021303,0.001586883,0.0008375007,0.001179167,0.0008261307],"domain_scores_gemma":[0.9966537,0.001011406,0.000377788,0.001242768,0.0004634638,0.0002508489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000002693731,0.00002651647,0.003853184,0.0002688283,0.00002101237,0.00003197427,0.00001822462,0.0002817772,0.000001416362,4.611081e-7,0.5167763,0.4787176],"study_design_scores_gemma":[0.000462345,0.00002463569,0.001471096,0.00073629,0.0002824042,0.000001062829,0.00001484071,0.07566732,0.000003167962,0.00004133553,0.9207087,0.0005868452],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002205296,0.1987056,0.009330601,0.0007060465,0.7786738,0.00039544,0.0008066848,0.0009717648,0.01018962],"genre_scores_gemma":[0.004268388,0.09834792,0.02572099,0.001493815,0.8464763,0.0002322573,0.003072914,0.0007351941,0.01965226],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.4781307,"threshold_uncertainty_score":0.9994881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004109180417221455,"score_gpt":0.2559491199112627,"score_spread":0.2518399394940413,"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."}}