{"id":"W2968801532","doi":"10.3390/cells8080917","title":"Biomimetic In Vitro Model of Cell Infiltration into Skin Scaffolds for Pre-Screening and Testing of Biomaterial-Based Therapies","year":2019,"lang":"en","type":"article","venue":"Cells","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biomaterial; Biomedical engineering; In vitro; Medicine; Chemistry","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":[0.0004663766,0.0006944547,0.0003818295,0.0003746228,0.000216781,0.000388231,0.0003719341,0.0006841929,0.001143719],"category_scores_gemma":[0.0002155267,0.000275455,0.0004870331,0.0002819588,0.000347888,0.0002867472,0.0002984492,0.0006181278,0.0004506452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002416783,"about_ca_system_score_gemma":0.0002693589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004862028,"about_ca_topic_score_gemma":0.0009334685,"domain_scores_codex":[0.9996055,0.00007649256,0.00004420443,0.00008382129,0.0001451762,0.00004484017],"domain_scores_gemma":[0.9996151,0.0001646305,0.00007627148,0.00007599159,0.00003377684,0.00003425529],"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":[0.0000210293,0.00004183676,0.00005448368,0.00004436963,0.000001792682,0.00004184614,0.00001082042,0.0002626111,0.9989941,0.00005195876,0.00001251105,0.000462684],"study_design_scores_gemma":[0.000006514169,0.0003529522,0.000657921,0.000006812437,0.0000140528,0.0001523211,0.00001197088,0.00215254,0.9953905,0.00003626395,0.001212328,0.000005899211],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.854528,0.003341221,0.1351096,0.0001421111,0.0002495795,0.000429508,0.001058606,0.0004651478,0.004676243],"genre_scores_gemma":[0.9141704,0.001897053,0.07969914,0.00009237324,0.00004085125,0.0004666781,0.0005573819,0.00006463955,0.003011378],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001143719,"threshold_uncertainty_score":0.003826141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01854420470109514,"score_gpt":0.2563442604977623,"score_spread":0.2378000557966671,"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."}}