{"id":"W4387179289","doi":"10.3390/ijms241914712","title":"Comparison of Two Human Skin Cell Isolation Protocols and Their Influence on Keratinocyte and Fibroblast Culture","year":2023,"lang":"en","type":"article","venue":"International Journal of Molecular Sciences","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Instituto de Salud Carlos III; Canadian Institutes of Health Research; Junta de Andalucía; Fondation de l’Université Laval","keywords":"Keratinocyte; Cell culture; Fibroblast; Human skin; Keratin; Cell biology; Biology; Dermal fibroblast; Isolation (microbiology); Cell; Molecular biology; Chemistry; Bioinformatics; Biochemistry; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002305947,0.000640668,0.0005383175,0.0007029601,0.0004459881,0.0006765482,0.000477154,0.0005266053,0.00284389],"category_scores_gemma":[0.002134482,0.0002809659,0.000531421,0.0005784417,0.0003626469,0.0003893575,0.00064917,0.000796826,0.000905299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002292246,"about_ca_system_score_gemma":0.0005300531,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005980075,"about_ca_topic_score_gemma":0.001256421,"domain_scores_codex":[0.9972127,0.0008096641,0.0004728874,0.0004811224,0.0008697544,0.0001539575],"domain_scores_gemma":[0.9982163,0.0007561742,0.000166118,0.0002127001,0.00054644,0.0001021898],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0009120815,0.0005547192,0.001426293,0.0006978291,0.00005187757,0.0002140843,0.0003409407,0.0002682654,0.9797356,0.0002017708,0.0004483441,0.01514828],"study_design_scores_gemma":[0.00009840311,0.004609596,0.01270183,0.0001692315,0.000294936,0.001173921,0.0004057439,0.0009986312,0.9619635,0.0001808357,0.01733391,0.00006951868],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.8982177,0.01868924,0.06750107,0.0002996124,0.0008124178,0.003146006,0.001522501,0.000318775,0.009492689],"genre_scores_gemma":[0.7929768,0.01948108,0.1645821,0.0005629869,0.0002013955,0.006420699,0.00727729,0.0003358829,0.008161792],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00284389,"threshold_uncertainty_score":0.01219511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04149073680880257,"score_gpt":0.4239312574291039,"score_spread":0.3824405206203014,"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."}}