{"id":"W2028729825","doi":"10.1007/s10856-008-3506-2","title":"Gene expression by marrow stromal cells in a porous collagen–glycosaminoglycan scaffold is affected by pore size and mechanical stimulation","year":2008,"lang":"en","type":"article","venue":"Journal of Materials Science Materials in Medicine","topic":"Bone and Dental Protein Studies","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":false,"ca_institutions":"Trinity College","funders":"","keywords":"Scaffold; Bone sialoprotein; Stromal cell; Cell biology; Extracellular matrix; Osteocalcin; Tissue engineering; Mesenchymal stem cell; Chemistry; Gene expression; Type I collagen; Glycosaminoglycan; Biomedical engineering; Biology; Alkaline phosphatase; Gene; Biochemistry; Cancer research; Medicine; Endocrinology","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":[0.002698142,0.0002832933,0.001204828,0.0003306243,0.0001474131,0.00004806065,0.0002214497,0.0001573669,0.0004036248],"category_scores_gemma":[0.0005738956,0.0001986076,0.00002929492,0.0004521589,0.0006781056,0.0003480879,0.0001539866,0.0001077991,0.000003316621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001799852,"about_ca_system_score_gemma":0.0001512007,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001919664,"about_ca_topic_score_gemma":0.00000337135,"domain_scores_codex":[0.9965155,0.0002065535,0.001343002,0.0003919678,0.00109243,0.0004505926],"domain_scores_gemma":[0.9985663,0.0001161697,0.0006620095,0.0002161705,0.0001904755,0.000248874],"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":[0.001188306,0.0001957818,0.0009886211,0.0000991256,0.000009518238,0.0005409271,0.0005354922,0.000001441204,0.9926869,0.000001638949,0.003696042,0.00005621544],"study_design_scores_gemma":[0.004945099,0.001490921,0.01479049,0.0008285209,0.00003493464,0.001147365,0.0004768425,0.000004247829,0.9760118,0.00006980566,0.00003238445,0.000167659],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967578,0.0007238808,0.00001983225,0.0008428498,0.0009762081,0.0005734491,0.00006486427,0.0000143055,0.00002678327],"genre_scores_gemma":[0.9966596,0.000757814,0.001704259,0.0004538277,0.0003000626,0.00001115196,0.00001292669,0.00002245705,0.00007792139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01667516,"threshold_uncertainty_score":0.8098981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01704111572905794,"score_gpt":0.27422297351969,"score_spread":0.2571818577906321,"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."}}