{"id":"W1865827831","doi":"10.1089/ten.tec.2014.0216","title":"Nonpulsed Sinusoidal Electromagnetic Fields as a Noninvasive Strategy in Bone Repair: The Effect on Human Mesenchymal Stem Cell Osteogenic Differentiation","year":2014,"lang":"en","type":"article","venue":"Tissue Engineering Part C Methods","topic":"Electromagnetic Fields and Biological Effects","field":"Biochemistry, Genetics and Molecular Biology","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Peter's Hospital","funders":"Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro","keywords":"Mesenchymal stem cell; Osteopontin; Osteocalcin; Osteoblast; RUNX2; Osteoprotegerin; Alkaline phosphatase; Cell biology; Stem cell; Cellular differentiation; Chemistry; Bone healing; Biology; Endocrinology; Anatomy; Biochemistry; In vitro","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":[0.000932392,0.0002958277,0.0003101343,0.00005870911,0.00008198982,0.00003235432,0.0002045257,0.0003421367,0.00005283788],"category_scores_gemma":[0.0001901206,0.0002099234,0.0001463474,0.0001496099,0.0000327659,0.000003184516,0.00006432234,0.0003739495,0.0000133821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001917455,"about_ca_system_score_gemma":0.00001816187,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002768947,"about_ca_topic_score_gemma":0.00002886202,"domain_scores_codex":[0.9979101,0.0007437969,0.0002880538,0.0004634378,0.0001386945,0.0004558613],"domain_scores_gemma":[0.9990048,0.0003838613,0.00007204981,0.0004311976,0.0000222901,0.00008584203],"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":[0.00005889039,0.00003722764,0.00006236042,0.00005206846,0.00002113738,0.000009582312,0.00002137657,0.001833658,0.9854665,0.0001300134,0.0001231055,0.01218406],"study_design_scores_gemma":[0.0007834108,0.02462662,0.001757228,0.00003914907,0.00003717066,0.00002818226,0.00000499955,0.004626493,0.9660318,0.00004286409,0.001705729,0.0003163154],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.990265,0.0007174052,0.007013049,0.00007423719,0.0001377513,0.0004629788,0.000001366002,0.00005997061,0.001268315],"genre_scores_gemma":[0.9964006,0.00001915077,0.001644038,0.0000927682,0.0002901705,0.0001141605,0.00003915633,0.00002815455,0.001371826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02458939,"threshold_uncertainty_score":0.8560429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00960099219090462,"score_gpt":0.2846147013728,"score_spread":0.2750137091818954,"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."}}