{"id":"W3042809334","doi":"10.1097/md.0000000000021103","title":"Fu's subcutaneous needling for subcutaneous adhesions and scar hyperplasia in the neck region","year":2020,"lang":"en","type":"article","venue":"Medicine","topic":"Surgical Sutures and Adhesives","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Tongue; Dry needling; Swallowing; Surgery; Lymphadenectomy; Hypertrophic scar; Cancer; Acupuncture; Pathology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002070049,0.0003518093,0.0003081203,0.0003179926,0.0003466217,0.0001995835,0.0002724381,0.0004122069,0.001862715],"category_scores_gemma":[0.000649906,0.0000694326,0.0004209926,0.0002154801,0.0003656275,0.0003128206,0.0002253658,0.0004447679,0.0002498078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002785319,"about_ca_system_score_gemma":0.0004110164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000778597,"about_ca_topic_score_gemma":0.001666759,"domain_scores_codex":[0.999891,0.00002034608,0.00001466318,0.00001570982,0.00002670889,0.00003151112],"domain_scores_gemma":[0.9997882,0.00004919438,0.00008383901,0.00001355809,0.00001970347,0.00004555024],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003015748,0.001238347,0.1697383,0.004105721,0.0002464307,0.2126659,0.0006356618,0.001424606,0.09595419,0.002133726,0.006981416,0.50186],"study_design_scores_gemma":[0.0005742195,0.01051086,0.2035208,0.001292693,0.0003640106,0.7122278,0.001163568,0.003481446,0.03235653,0.001949632,0.03246091,0.00009751408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9417302,0.03388634,0.006813408,0.002375913,0.0002807189,0.0002751924,0.000125211,0.0001610005,0.01435197],"genre_scores_gemma":[0.9893706,0.004761063,0.002679227,0.0007905642,0.0001743602,0.0000745949,0.00009826808,0.000009192964,0.002042129],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001862715,"threshold_uncertainty_score":0.006231368,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05726184855403873,"score_gpt":0.285868362216766,"score_spread":0.2286065136627272,"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."}}