{"id":"W2148468698","doi":"10.4236/jcdsa.2012.23032","title":"Semi-Quantitative Histological Analysis of the Effect of Intense Pulsed Light (IPL) and Carbon Dioxide (CO<sub>2</sub>) Intradermic Injection on Fibroblast and Collagen Proliferation in the Skin of Wistar Rats","year":2012,"lang":"en","type":"article","venue":"Journal of Cosmetics Dermatological Sciences and Applications","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital de l'Enfant-Jésus","funders":"","keywords":"Fibroblast; Intradermal injection; Intense pulsed light; Elastin; Fibrosis; Histopathology; Wound healing; Medicine; Chemistry; Andrology; Pathology; Immunology; Dermatology; In vitro; Biochemistry","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":[],"consensus_categories":[],"category_scores_codex":[0.001163115,0.0001786513,0.0007094411,0.0003421428,0.0002051436,0.00002938189,0.000196796,0.0001496059,0.000006921538],"category_scores_gemma":[0.0004270296,0.00008056434,0.0001420204,0.001261742,0.001313159,0.0000855347,0.00006373598,0.0002418889,5.42809e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004407052,"about_ca_system_score_gemma":0.00005317225,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007757947,"about_ca_topic_score_gemma":0.00004496155,"domain_scores_codex":[0.9976934,0.0005563211,0.0007370351,0.0002182721,0.0005479302,0.0002470647],"domain_scores_gemma":[0.9977362,0.001103044,0.0006251946,0.0002101023,0.0001946935,0.0001307567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001271201,0.001830401,0.6553453,0.0004785806,0.0009239358,0.00001213574,0.007273694,0.0006858898,0.3236639,0.004383859,0.0005705447,0.003560546],"study_design_scores_gemma":[0.003288951,0.003919388,0.9007018,0.0005803615,0.003066511,0.002549902,0.002159755,0.002117736,0.07641187,0.001712205,0.003021263,0.0004703086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951649,0.001563748,0.0004761299,0.001784319,0.00002360792,0.0007339031,0.00001296194,0.000004630072,0.0002357659],"genre_scores_gemma":[0.9988393,0.0005632485,0.0004408866,0.00007532853,0.0000188447,0.0000391535,0.000007228467,0.000004266883,0.00001173837],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.247252,"threshold_uncertainty_score":0.4838389,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03794902855049798,"score_gpt":0.3425908751677421,"score_spread":0.3046418466172441,"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."}}