{"id":"W4223931983","doi":"10.1111/jocd.14988","title":"Acne scar treatment using combination therapy: Subcision and human autologous fibroblast injection","year":2022,"lang":"en","type":"article","venue":"Journal of Cosmetic Dermatology","topic":"Dermatologic Treatments and Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Medicine; Acne scars; Dermis; Acne; Scars; Hyperpigmentation; Dermatology; Combination therapy; Surgery; Cannula; Pathology; Internal medicine","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":[0.0003557464,0.0005542022,0.0008009601,0.000825039,0.0004528696,0.0003144817,0.0004100573,0.0003683206,0.002065401],"category_scores_gemma":[0.0003103261,0.0001818323,0.0005667768,0.0004660013,0.0003935975,0.0003270388,0.0004118412,0.000551646,0.0005190114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002038131,"about_ca_system_score_gemma":0.0002440003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002643719,"about_ca_topic_score_gemma":0.000593915,"domain_scores_codex":[0.9997042,0.00005331256,0.00002321773,0.0000719836,0.00009911034,0.00004809301],"domain_scores_gemma":[0.9998438,0.00004499837,0.00004482669,0.00002627502,0.00001388836,0.00002606651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.00547696,0.003545946,0.03050978,0.001381918,0.0003841023,0.01419344,0.0004025971,0.001156707,0.4929331,0.0004315305,0.001025305,0.4485586],"study_design_scores_gemma":[0.002333767,0.07209495,0.1149136,0.0004123641,0.001703957,0.3076993,0.000768533,0.005903997,0.4606364,0.0007075137,0.03265838,0.0001671953],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9468902,0.02726673,0.01883224,0.0002192715,0.000124351,0.000307912,0.00008541297,0.0002167424,0.006057091],"genre_scores_gemma":[0.9870026,0.004714459,0.006696987,0.0001022193,0.000126183,0.00008919953,0.00007048637,0.00001685335,0.001181059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002065401,"threshold_uncertainty_score":0.00690943,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04831624655654619,"score_gpt":0.3540517562459656,"score_spread":0.3057355096894194,"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."}}