{"id":"W4309221468","doi":"10.20944/preprints202211.0261.v1","title":"Tissue Engineering for Gastrointestinal and Genitourinary Tracts","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Genitourinary system; Vagina; Gastrointestinal tract; Anatomy; Urinary system; Peristalsis; Physiology; Medicine; Biology; Internal medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004528009,0.0004456801,0.0006863937,0.0002532203,0.0001083819,0.00001061959,0.0001938291,0.0001463014,0.0006155838],"category_scores_gemma":[0.0005815708,0.0004385796,0.0001434658,0.00009880563,0.00006642505,0.00003214239,0.0007774915,0.001317448,0.00003098499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001638297,"about_ca_system_score_gemma":0.0001441611,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003178092,"about_ca_topic_score_gemma":7.303732e-7,"domain_scores_codex":[0.9979555,0.00003498271,0.0004250722,0.0008370293,0.0003171521,0.0004302637],"domain_scores_gemma":[0.9986138,0.0001346547,0.0001340714,0.0006824418,0.000103941,0.0003311195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0007212302,0.0008098354,0.3759307,0.00931464,0.0007894408,0.001772156,0.002253363,0.03671349,0.5643378,0.001526496,0.001140428,0.004690338],"study_design_scores_gemma":[0.003651914,0.001270386,0.6918421,0.002355367,0.00077546,0.004423249,0.0002779789,0.007062347,0.07475411,0.0001180661,0.2122396,0.001229362],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805639,0.004603446,0.01005847,0.001273183,0.001119698,0.001513283,0.00005085313,0.0003757651,0.0004413978],"genre_scores_gemma":[0.9685825,0.0001285303,0.01507767,0.00003734112,0.001506485,0.0006096827,0.0002104919,0.0001276069,0.01371971],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4895837,"threshold_uncertainty_score":0.9998066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1030715931163036,"score_gpt":0.355926098076472,"score_spread":0.2528545049601684,"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."}}