{"id":"W2024050967","doi":"10.1039/c3ib40076j","title":"Cells, tissues, and organs on chips: challenges and opportunities for the cancer tumor microenvironment","year":2013,"lang":"en","type":"review","venue":"Integrative Biology","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":146,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University of New Brunswick","funders":"","keywords":"Tumor microenvironment; Cancer; Library science; Medicine; Computer science; Internal medicine","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":[0.0002611591,0.0003463239,0.0007154627,0.00009126241,0.00006241794,0.00002389543,0.0002782754,0.0002223604,0.0001392813],"category_scores_gemma":[0.00008763115,0.0001743318,0.00006729185,0.0000260414,0.0005529862,0.00001603371,0.0001244228,0.0004735333,0.00002037459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009912007,"about_ca_system_score_gemma":0.0000455336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003762307,"about_ca_topic_score_gemma":0.00003226307,"domain_scores_codex":[0.998906,0.000143328,0.0002491701,0.0003308779,0.00006747827,0.0003031314],"domain_scores_gemma":[0.9982333,0.001370998,0.00006218691,0.0002172865,0.00002361833,0.00009257685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001602012,0.000006999974,2.132832e-7,0.00227903,0.0001864169,0.000001836425,0.0001891221,1.156509e-7,0.00005461744,0.001001925,0.001428781,0.9948493],"study_design_scores_gemma":[0.0000602354,0.0001419073,0.000005726814,0.001828502,0.0000694236,0.000007102284,0.0002858393,0.00004543337,0.0001437844,0.0001096995,0.9971241,0.0001782339],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003672928,0.9974818,0.0001111309,0.0005756122,0.0003086126,0.0009040826,0.0002053048,0.00003872714,0.0003380245],"genre_scores_gemma":[0.00005131154,0.9979943,0.0001618068,0.00005076814,0.0001919428,0.001037953,0.00002623816,0.00004951475,0.0004361901],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9956954,"threshold_uncertainty_score":0.7109044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1838130865911792,"score_gpt":0.3674389716660434,"score_spread":0.1836258850748642,"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."}}