{"id":"W2033731451","doi":"10.1263/jbb.103.578","title":"A novel apparatus applying long term intermittent cyclic hydrostatic pressure to in vitro cell cultures","year":2007,"lang":"en","type":"article","venue":"Journal of Bioscience and Bioengineering","topic":"3D Printing in Biomedical Research","field":"Engineering","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Hydrostatic pressure; In vitro; Incubator; Monolayer; Cell; Viability assay; Biomedical engineering; Term (time); Hydrostatic equilibrium; Cell biology; Biophysics; Materials science; Chemistry; Biology; Nanotechnology; Engineering; Biochemistry; Mechanics; Physics; Microbiology","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":[0.0008971674,0.0001455288,0.0002083445,0.0005382962,0.00003768637,0.00009328684,0.0003201725,0.00006990744,0.000002445464],"category_scores_gemma":[0.0001197188,0.0001162492,0.00004695046,0.0006001248,0.00006273819,0.0001914555,0.00009252485,0.0003946175,0.00000240832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006613922,"about_ca_system_score_gemma":0.00001613839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006728038,"about_ca_topic_score_gemma":0.000003838554,"domain_scores_codex":[0.9985169,0.000005897665,0.0004266407,0.0001486827,0.0004208839,0.000480988],"domain_scores_gemma":[0.9994156,0.00008381523,0.0000527013,0.0001021445,0.00003965479,0.0003060827],"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":[0.00001471208,0.00002813863,0.00140545,0.0001511185,0.000008167087,0.00005310061,0.0003401004,0.003650935,0.9755567,0.000002149669,0.00001727485,0.0187721],"study_design_scores_gemma":[0.0006022094,0.0001369548,0.07818851,0.0004751011,0.000014899,0.0002364517,0.0002396074,0.02920209,0.889582,0.000005505821,0.0009935925,0.0003230751],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9248884,0.0009160828,0.07351967,0.00006748512,0.0003274296,0.0001524322,0.000002338398,0.00002973141,0.00009647902],"genre_scores_gemma":[0.9927967,0.0001029997,0.006915312,0.00003784411,0.0001008985,0.000003405424,2.945142e-7,0.00001376717,0.00002884562],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08597475,"threshold_uncertainty_score":0.4740504,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0123560887849805,"score_gpt":0.2783897666614613,"score_spread":0.2660336778764807,"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."}}