{"id":"W4402050054","doi":"10.1097/gox.0000000000006111","title":"SCOPING: A Pilot Study Exploring the Role of A Series of Clinical Observational Parameters as Indicators of Nerve Regeneration","year":2024,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hand and Upper Limb Clinic","funders":"Queen Elizabeth Hospital Birmingham Charity","keywords":"Regeneration (biology); Observational study; Series (stratigraphy); Neuroscience; Medicine; Physical medicine and rehabilitation; Psychology; Biology; Internal medicine; Cell biology","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":[0.006063453,0.0006465048,0.0009353515,0.00175566,0.001153073,0.001046641,0.0006431791,0.001296146,0.003812483],"category_scores_gemma":[0.01394489,0.0004506903,0.001350108,0.001574532,0.0007571713,0.001323619,0.001200158,0.0004803274,0.001121672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006233019,"about_ca_system_score_gemma":0.001788182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003662738,"about_ca_topic_score_gemma":0.004462987,"domain_scores_codex":[0.9972909,0.001408289,0.0004224172,0.0003749836,0.0002425388,0.0002608936],"domain_scores_gemma":[0.9882367,0.005025641,0.002736972,0.001095862,0.001985159,0.0009195434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01066602,0.002743448,0.9701346,0.0006304049,0.0003061676,0.0005230232,0.001889675,0.00009100889,0.001058112,0.00006569832,0.0003848948,0.01150696],"study_design_scores_gemma":[0.0009371025,0.03595936,0.957338,0.0001994282,0.0004023192,0.0004541382,0.002262158,0.000318291,0.0003514114,0.00008501951,0.001656801,0.00003589804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967079,0.0004349088,0.0002838741,0.00003172136,0.00001937082,0.001251619,0.0006369018,0.000008967667,0.0006245642],"genre_scores_gemma":[0.9951161,0.0002535344,0.0007169633,0.00006538339,0.00003667452,0.002012922,0.001159125,0.000007010591,0.0006322275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006063453,"threshold_uncertainty_score":0.03206694,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1484645954980461,"score_gpt":0.3676411186573284,"score_spread":0.2191765231592823,"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."}}