{"id":"W4235728346","doi":"10.32920/ryerson.14655213.v1","title":"3D printed phantom to mimic dynamic softening of cervix during pre-labour","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Imaging phantom; Materials science; Elastomer; Cervix; Softening; Stress (linguistics); Constant (computer programming); Thermoplastic polyurethane; Composite material; Biomedical engineering; Medicine; Nuclear medicine; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003093627,0.0003772119,0.0002358289,0.0003286253,0.0001154856,0.0004128786,0.0004552165,0.0009131244,0.004729372],"category_scores_gemma":[0.000939703,0.0003755698,0.0004028971,0.0001940867,0.0002784095,0.0003063879,0.0004593567,0.0004787728,0.0006617504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001849831,"about_ca_system_score_gemma":0.0003526571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000251781,"about_ca_topic_score_gemma":0.0003768581,"domain_scores_codex":[0.9998447,0.0000280783,0.00001127009,0.00003133705,0.0000671887,0.00001731069],"domain_scores_gemma":[0.9995558,0.0002340156,0.00005036714,0.00008453149,0.0000401023,0.00003508254],"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":[0.0002119845,0.0001528976,0.0006637382,0.0003685729,0.00001606971,0.0007105066,0.0001838714,0.01294749,0.9671488,0.0008542545,0.0006371915,0.01610468],"study_design_scores_gemma":[0.0001151025,0.002766326,0.01176031,0.0001392902,0.00009359315,0.00387367,0.0001619824,0.06106136,0.8834374,0.001417493,0.03503178,0.0001417134],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6584564,0.002500599,0.3194764,0.001010494,0.0008503357,0.0008465421,0.002419495,0.00237657,0.01206311],"genre_scores_gemma":[0.8095302,0.001857932,0.1739913,0.0005133317,0.00006413261,0.0008117302,0.0009771676,0.0002398112,0.0120144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004729372,"threshold_uncertainty_score":0.01582128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02217520019782566,"score_gpt":0.3562955112228192,"score_spread":0.3341203110249936,"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."}}