{"id":"W4200065141","doi":"10.1097/prs.0000000000008692","title":"Secondary Procedures following Flexor Tendon Reconstruction","year":2021,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Orthopedic Surgery and Rehabilitation","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic","funders":"","keywords":"Pulley; Tendon; Tendon transfer; Flexor muscles; Upper limb","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004968594,0.0002952165,0.0007331155,0.000388117,0.0002140638,0.00004285176,0.00003851286,0.0002094459,0.001236913],"category_scores_gemma":[0.008743834,0.0002750631,0.0006167191,0.0006241054,0.0002589845,0.0004100923,0.00003595563,0.0004387326,0.00008709713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001460351,"about_ca_system_score_gemma":0.00207971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008877744,"about_ca_topic_score_gemma":0.00001433064,"domain_scores_codex":[0.9976231,0.0001863382,0.0007092939,0.0006676123,0.0003638061,0.0004498196],"domain_scores_gemma":[0.9937794,0.005091949,0.0002142806,0.0003080401,0.0003450565,0.00026127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002649533,0.0001963422,0.5340743,0.0004767812,0.000453387,0.0005495222,0.0001891529,0.000003874979,0.02115166,0.000103982,0.0006537727,0.4418823],"study_design_scores_gemma":[0.002567299,0.0003018616,0.8677479,0.00382852,0.0009733388,0.02434512,0.007012264,0.0002291937,0.08291256,0.002560699,0.006123683,0.001397554],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9820965,0.0007572041,0.0002648518,0.000279021,0.007270899,0.0002453847,0.00002601471,0.0001881062,0.008872041],"genre_scores_gemma":[0.9947546,0.000121944,0.003335041,0.0001509573,0.0005419492,0.0000586196,0.0001012001,0.00004588229,0.0008898767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4404847,"threshold_uncertainty_score":0.9999701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01474450722015406,"score_gpt":0.2486579631134025,"score_spread":0.2339134558932485,"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."}}