{"id":"W2152160280","doi":"10.1177/1087057112449863","title":"A Unique 3D In Vitro Cellular Invasion Assay","year":2012,"lang":"en","type":"article","venue":"SLAS DISCOVERY","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Canadian Institutes of Health Research","keywords":"Context (archaeology); In vitro; Cell culture; Biology; In vivo; Cancer cell; Cell; 3D cell culture; Cell biology; Cancer; Gentamicin protection assay; Computational biology; In vitro toxicology; Cancer research; Biochemistry; Metastasis; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000768973,0.0001120146,0.0001362306,0.0001473463,0.00002072335,0.00004407312,0.0001851009,0.0001156562,0.0000886944],"category_scores_gemma":[0.000254597,0.0001033431,0.00004108123,0.0002831687,0.0000490403,0.00040141,0.0001192175,0.0003617383,0.0002430637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001439523,"about_ca_system_score_gemma":0.00002956593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004572699,"about_ca_topic_score_gemma":0.000007218768,"domain_scores_codex":[0.9988232,0.00007609795,0.00017039,0.0001209374,0.0002990677,0.0005103456],"domain_scores_gemma":[0.9994124,0.0001915535,0.00001184423,0.0002424995,0.000009621348,0.0001321151],"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":[0.0000314598,0.0001792326,0.01565702,0.0002446996,0.00003167898,0.00003653704,0.0004372792,0.000439237,0.9653679,0.001562412,0.00247876,0.01353381],"study_design_scores_gemma":[0.0004846817,0.00002606674,0.01134486,0.0001379137,0.000007084769,0.000005200691,0.00007741359,0.01241364,0.9478108,0.0007468485,0.02654071,0.0004047512],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679138,0.0005890853,0.01540105,0.00006814853,0.0005188606,0.0001491142,0.000006574807,0.0001487427,0.01520461],"genre_scores_gemma":[0.9981207,0.00006179114,0.001085088,0.00003230311,0.0001704131,0.00002051995,0.00001509362,0.00003183848,0.0004622395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0302069,"threshold_uncertainty_score":0.421421,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01691641256495754,"score_gpt":0.25107558789243,"score_spread":0.2341591753274725,"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."}}