{"id":"W3183983883","doi":"10.1080/21623945.2021.1951985","title":"Matrigel® enhances 3T3-L1 cell differentiation","year":2021,"lang":"en","type":"article","venue":"Adipocyte","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Matrigel; Cell biology; Extracellular matrix; 3T3-L1; Adipogenesis; Cell culture; Cell growth; Cellular differentiation; Biology; 3T3 cells; Cell; Chemistry; Transfection; Biochemistry; Mesenchymal stem cell","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":[0.0004697077,0.000625742,0.0003662146,0.0005564115,0.0002331883,0.0007076362,0.000357737,0.0004433744,0.002395474],"category_scores_gemma":[0.0002471504,0.0001784094,0.0006263195,0.0002873186,0.0002862228,0.0005115421,0.000345246,0.001355582,0.0008833463],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005257832,"about_ca_system_score_gemma":0.0004684982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002600819,"about_ca_topic_score_gemma":0.007036889,"domain_scores_codex":[0.9996358,0.00008223108,0.00002818903,0.00005510728,0.000136563,0.00006199614],"domain_scores_gemma":[0.9996685,0.0001156618,0.0000588085,0.00004287199,0.00004666911,0.00006753471],"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":[0.0001010442,0.00006120236,0.0001843434,0.0001052202,0.0000129695,0.0001220958,0.00003876959,0.0001543364,0.9968092,0.000508161,0.0003002723,0.001602397],"study_design_scores_gemma":[0.000009042041,0.0001571781,0.002190698,0.00001399441,0.00005059422,0.000248113,0.00003561983,0.001394905,0.9872898,0.00009609267,0.008503926,0.000009887996],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9059772,0.01107659,0.04662648,0.001284315,0.0006956361,0.0001627103,0.004657834,0.001168673,0.02835055],"genre_scores_gemma":[0.9638584,0.003821282,0.01734944,0.0001984446,0.00005452175,0.00007449213,0.002072749,0.0002155273,0.01235517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002600819,"threshold_uncertainty_score":0.008013666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008562621337339994,"score_gpt":0.2318891866378107,"score_spread":0.2233265653004707,"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."}}