{"id":"W2941120987","doi":"10.3389/fphys.2019.00270","title":"Role of Fibroblast Populations in Periodontal Wound Healing and Tissue Remodeling","year":2019,"lang":"en","type":"review","venue":"Frontiers in Physiology","topic":"Oral microbiology and periodontitis research","field":"Dentistry","cited_by":202,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Connective tissue; Periodontal fiber; Wound healing; Fibroblast; Dental alveolus; Extracellular matrix; Periodontium; Cementum; Myofibroblast; Cell biology; Clinical attachment loss; Junctional epithelium; Periodontitis; Pathology; Chemistry; Fibrosis; Medicine; Dentistry; Biology; Dentin; Immunology; Cell culture","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002268583,0.000299497,0.00197143,0.0005354292,0.00005580756,0.00001727339,0.0003087121,0.000775727,0.00009664101],"category_scores_gemma":[0.0000535111,0.0002913931,0.000159486,0.000306508,0.0002233806,0.00009690467,0.0002241681,0.0008195856,0.00004711428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001373755,"about_ca_system_score_gemma":0.0001546952,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006136462,"about_ca_topic_score_gemma":0.0007621443,"domain_scores_codex":[0.9976956,0.0004749181,0.0007627725,0.0005600879,0.00007025792,0.0004363424],"domain_scores_gemma":[0.9992626,0.00007980111,0.0002344582,0.0003477082,0.00003034159,0.0000451087],"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":[0.0001705104,0.0001666648,0.01092641,0.02083363,0.000158028,0.00003871355,0.0005275148,0.000311845,0.005012644,0.0003418064,0.00165194,0.9598603],"study_design_scores_gemma":[0.001125237,0.0002633116,0.01213885,0.01347705,0.0001374262,0.000218036,0.0005183769,0.0009207602,0.00002695113,0.00235711,0.9678278,0.0009890917],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02696159,0.971146,0.00004400168,0.000004447569,0.0008553569,0.0006109778,0.0001873386,0.00001120438,0.0001791114],"genre_scores_gemma":[0.007916192,0.9882755,0.002452507,0.000008113486,0.0001189455,0.00004039054,0.0005853602,0.00004977218,0.0005532287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9661759,"threshold_uncertainty_score":0.9999538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05943353755733093,"score_gpt":0.3664529846052583,"score_spread":0.3070194470479273,"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."}}