{"id":"W4415400489","doi":"10.3390/cells14201643","title":"Culture Strategy Determines the Differentiation Status of Sweat Gland Cells","year":2025,"lang":"en","type":"article","venue":"Cells","topic":"Wound Healing and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Fondation des pompiers du Québec pour les grands brûlés","keywords":"Sweat gland; Phenotype; Keratinocyte; Isolation (microbiology); SWEAT; Cell culture; Human skin; Regeneration (biology)","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":[0.0003431799,0.0003049067,0.0003091944,0.0002775463,0.0002348396,0.0006031633,0.0001842009,0.0003249584,0.001118312],"category_scores_gemma":[0.000260377,0.0001387177,0.0001557599,0.0002251262,0.0001636309,0.0002750042,0.0002936756,0.0004515219,0.00116017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002235122,"about_ca_system_score_gemma":0.0002814657,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005208225,"about_ca_topic_score_gemma":0.001499941,"domain_scores_codex":[0.9997531,0.00003591957,0.00004350735,0.00007303683,0.00006229591,0.00003213107],"domain_scores_gemma":[0.9998356,0.00004525657,0.00002376834,0.00002249195,0.00004833823,0.00002445027],"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":[0.00003458215,0.0000207534,0.0003443601,0.00005983739,0.000002930305,0.00005589993,0.00003893601,0.0000706417,0.9958137,0.000142427,0.0001112554,0.003304648],"study_design_scores_gemma":[0.000007477566,0.0001140099,0.003296916,0.00003417322,0.0000253351,0.0002212674,0.00007479495,0.0009019242,0.9772889,0.00006210154,0.01796354,0.000009715341],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9187841,0.007871478,0.052374,0.0004285828,0.000257585,0.0005822798,0.00168257,0.0002476549,0.01777169],"genre_scores_gemma":[0.920131,0.008155002,0.05242046,0.0004165273,0.00006283291,0.0006943708,0.003505938,0.0002087254,0.01440517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001118312,"threshold_uncertainty_score":0.003741086,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469847681226854,"score_gpt":0.2937701521429663,"score_spread":0.2790716753306978,"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."}}