{"id":"W7117149522","doi":"10.1016/j.inpm.2025.100725","title":"Reply to “Reconsidering periosteal denervation: Anatomical redundancy and the limits of single-target interventions”","year":2025,"lang":"en","type":"article","venue":"Interventional Pain Medicine","topic":"Foot and Ankle Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University Hospital; Parkwood Institute; University of Toronto","funders":"","keywords":"Redundancy (engineering); Pattern recognition (psychology); Calculus (dental); Limiting","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":[0.002904146,0.0001444295,0.0004921632,0.0003250744,0.00008324619,0.0000135755,0.00009950552,0.00005532383,0.0004802956],"category_scores_gemma":[0.004356061,0.00009850596,0.0003457692,0.0003656272,0.0004619907,0.00005674044,0.00007295095,0.0001831722,0.000004588561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005325366,"about_ca_system_score_gemma":0.00006279602,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006117719,"about_ca_topic_score_gemma":0.00002813845,"domain_scores_codex":[0.998136,0.0002735739,0.0008884608,0.0002610708,0.0002748786,0.000165943],"domain_scores_gemma":[0.9983324,0.0008928692,0.0001594561,0.0002473686,0.0002663188,0.0001015813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.009038733,0.002194407,0.2377699,0.01035193,0.00282025,0.0001731342,0.003369981,0.00005115078,0.02487673,0.1133072,0.3999373,0.1961093],"study_design_scores_gemma":[0.03608386,0.00676918,0.5140359,0.1099,0.001484223,0.0005642173,0.006544007,0.004005362,0.0114995,0.06812744,0.2399758,0.001010514],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7092814,0.009598983,0.0174648,0.2573499,0.0009997927,0.0007969101,0.000007519649,0.00008006798,0.004420685],"genre_scores_gemma":[0.9863791,0.00002649748,0.001321886,0.008234195,0.000249841,0.00004117549,0.00003337231,0.00001242373,0.003701499],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2770977,"threshold_uncertainty_score":0.52589,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06773842105487905,"score_gpt":0.3354105624423236,"score_spread":0.2676721413874446,"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."}}