{"id":"W4407821620","doi":"10.1055/a-2511-3711","title":"Implant Analysis of a Distally Positioned Volar Locking Plate—A Microscopic Proof of Soong's Theory?","year":2025,"lang":"en","type":"letter","venue":"Journal of Wrist Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"London Health Sciences Centre; Western University; St Joseph's Health Care","funders":"","keywords":"Medicine; Proof of concept; Implant; Surgery; Biomedical engineering; Computer science","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":[0.002527581,0.0003145446,0.00259385,0.002814004,0.00006286491,0.00001879089,0.0001337515,0.0005639362,0.0001880858],"category_scores_gemma":[0.0009800766,0.000238701,0.002165561,0.001211302,0.0002170596,0.0001171951,0.00003805874,0.001191498,6.207112e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001350015,"about_ca_system_score_gemma":0.001015877,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002834192,"about_ca_topic_score_gemma":0.000003269276,"domain_scores_codex":[0.9957253,0.000455772,0.00242587,0.0002552619,0.0008442282,0.0002935466],"domain_scores_gemma":[0.9918994,0.00372399,0.002934459,0.000404307,0.0009462447,0.00009155699],"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":[0.004526293,0.001544409,0.2147716,0.01389979,0.03598248,0.006906364,0.00137543,0.0001888586,0.02641186,0.0000383249,0.6763499,0.01800472],"study_design_scores_gemma":[0.00616086,0.003879868,0.3628165,0.0606859,0.1377856,0.004812351,0.001987225,0.0003824912,0.06830565,0.00204893,0.3480607,0.003073887],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9125674,0.003593939,0.002277298,0.07769115,0.002401579,0.0004772305,0.0005102345,0.00001881529,0.0004623675],"genre_scores_gemma":[0.9520112,0.0004761437,0.0006726318,0.03988634,0.002338633,0.00001113452,0.001331728,0.00008633478,0.003185809],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3282892,"threshold_uncertainty_score":0.9733943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01096185171728907,"score_gpt":0.2664938265524048,"score_spread":0.2555319748351157,"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."}}