{"id":"W2036553375","doi":"10.1177/2211068214563793","title":"Microscale 3D Collagen Cell Culture Assays in Conventional Flat-Bottom 384-Well Plates","year":2014,"lang":"en","type":"article","venue":"SLAS TECHNOLOGY","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Cancer Institute; Natural Sciences and Engineering Research Council of Canada; University of Michigan; National Institutes of Health; National Science Foundation","keywords":"Microscale chemistry; Self-healing hydrogels; Nanotechnology; Materials science; Biomedical engineering; 3D cell culture; Microfluidics; Cell culture; Cell; Chemistry; Engineering","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":[0.001365139,0.002112108,0.00121704,0.001115403,0.0006399507,0.001159007,0.002003834,0.0008366375,0.007834251],"category_scores_gemma":[0.0004712902,0.0009492692,0.00117664,0.0008475378,0.0004103137,0.0006552681,0.0009049955,0.002006096,0.007516722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005227916,"about_ca_system_score_gemma":0.0005751816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001416432,"about_ca_topic_score_gemma":0.005814045,"domain_scores_codex":[0.9975371,0.0002816357,0.0003950979,0.0005713824,0.001005445,0.00020927],"domain_scores_gemma":[0.9987649,0.0003684252,0.0002399909,0.0002593916,0.0002535641,0.0001136679],"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":[0.00005037431,0.00007710831,0.0001801503,0.0001896587,0.00001957495,0.00005099986,0.00005138167,0.0003290998,0.9952946,0.0002124553,0.0005747367,0.002969838],"study_design_scores_gemma":[0.00002037971,0.0002965902,0.00223618,0.00002959665,0.00004840525,0.0002079024,0.00003872298,0.007286252,0.9812208,0.0001637981,0.008406003,0.00004527037],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2040321,0.003853727,0.7300651,0.0004862787,0.0009207607,0.003603291,0.01723476,0.01020331,0.02960059],"genre_scores_gemma":[0.1815884,0.00432214,0.7691743,0.0004145651,0.0001948981,0.00604519,0.01259736,0.0008504345,0.02481275],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007834251,"threshold_uncertainty_score":0.02620822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004701404221031987,"score_gpt":0.2285695605714327,"score_spread":0.2238681563504007,"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."}}