{"id":"W2010957325","doi":"10.1016/j.jcyt.2014.04.004","title":"Distinct phenotype and therapeutic potential of gingival fibroblasts","year":2014,"lang":"en","type":"review","venue":"Cytotherapy","topic":"Periodontal Regeneration and Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"Core Research for Evolutional Science and Technology; Canadian Institutes of Health Research","keywords":"Regeneration (biology); Wound healing; Fibroblast; Phenotype; Oral mucosa; Pathology; Biopsy; Biology; Medicine; Cancer research; Cell biology; Immunology; Gene; In vitro","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00006213538,0.0002824471,0.001222316,0.00009564761,0.00004246376,0.00001595758,0.00006168483,0.000164186,0.0001998525],"category_scores_gemma":[0.000007731123,0.000189972,0.0002850505,0.00009038219,0.00008854326,0.00001438093,0.00001491033,0.0001146666,0.00003555664],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004453443,"about_ca_system_score_gemma":0.0001233102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008451022,"about_ca_topic_score_gemma":0.000003078954,"domain_scores_codex":[0.999033,0.00006747715,0.0003261075,0.0002612282,0.000163723,0.0001484802],"domain_scores_gemma":[0.999378,0.0000336274,0.0001880046,0.0002702339,0.00003277323,0.00009732689],"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":[0.00006155452,0.00008382329,0.00003908444,0.00340335,0.0004169737,0.00001121321,0.00002799677,7.134128e-8,0.00005693007,0.0001477744,0.00003522982,0.995716],"study_design_scores_gemma":[0.001225516,0.0006172685,0.0004754431,0.003548227,0.0008006808,0.0001327881,0.000002040928,0.00002358684,0.00002237701,0.00003220965,0.9929277,0.0001921345],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0007862103,0.9977634,0.0002420568,0.00002180221,0.0001155344,0.0004724103,0.00002080509,0.00003034883,0.0005474621],"genre_scores_gemma":[0.005977126,0.992257,0.0002302793,0.00007368682,0.0002040516,0.00002533079,0.00009379193,0.00005951837,0.001079241],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9955239,"threshold_uncertainty_score":0.7746834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03201429223246752,"score_gpt":0.3356172944356615,"score_spread":0.303603002203194,"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."}}