{"id":"W7106850088","doi":"10.48620/92625","title":"From Malunion to Precision: 3D-Planned Metacarpal Correction With Patient Specific Plate","year":2025,"lang":"en","type":"article","venue":"Open MIND","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Malunion; Metacarpus; Compression (physics); Work (physics)","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005184109,0.001489322,0.0008858505,0.001720275,0.0009711208,0.00184085,0.001525982,0.002684161,0.005976038],"category_scores_gemma":[0.001285934,0.000967485,0.001730053,0.0008441657,0.001323286,0.001104236,0.002053893,0.003725712,0.001439974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005264422,"about_ca_system_score_gemma":0.0008153567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001073987,"about_ca_topic_score_gemma":0.00220855,"domain_scores_codex":[0.9986677,0.00006186007,0.0001783709,0.0002584153,0.0006564101,0.0001772653],"domain_scores_gemma":[0.9994767,0.0001497269,0.00009399516,0.0001735601,0.00004521755,0.000060756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.003708309,0.001129212,0.02948944,0.001606849,0.0007339376,0.05867923,0.001308776,0.01893708,0.1776888,0.004491244,0.006406062,0.6958209],"study_design_scores_gemma":[0.0003980675,0.003904218,0.04159544,0.0005091402,0.0008150141,0.8275208,0.0005735499,0.01999172,0.08395767,0.006857029,0.01339764,0.0004796428],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6970643,0.01807738,0.2393069,0.004554707,0.003778009,0.0002190806,0.001064345,0.005336051,0.03059912],"genre_scores_gemma":[0.9621218,0.002068779,0.02983594,0.0004784848,0.000309734,0.00004023016,0.0002385101,0.0003963099,0.00451018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005976038,"threshold_uncertainty_score":0.01999187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02118638189314391,"score_gpt":0.2967942833858149,"score_spread":0.2756079014926709,"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."}}