{"id":"W4295093540","doi":"10.20944/preprints202209.0132.v1","title":"Tissue Engineering in Gynecology","year":2022,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Tissue Engineering and Regenerative Medicine","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Infertility; Dysfunctional uterine bleeding; Medicine; Gynecology; Uterus; Dysfunctional family; Sexual function; Intensive care medicine; Obstetrics; Pregnancy; Biology; Internal medicine; Psychiatry","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006173618,0.0004165553,0.0008857024,0.0005257342,0.0000440032,0.000004563317,0.0003134182,0.0003574595,0.006040181],"category_scores_gemma":[0.0008282024,0.0004210599,0.0001309128,0.0002785772,0.00005635316,0.00002367785,0.001277932,0.00245407,0.0003491349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005000022,"about_ca_system_score_gemma":0.0002074414,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001637515,"about_ca_topic_score_gemma":0.00001165934,"domain_scores_codex":[0.9976495,0.00008434313,0.0005590823,0.0008756513,0.0003571572,0.0004742855],"domain_scores_gemma":[0.9984484,0.0001338689,0.0001176264,0.001033396,0.00005562046,0.0002111425],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001058353,0.0005144225,0.8051391,0.001627796,0.0003689587,0.001865789,0.002543763,0.1104297,0.07334259,0.001050684,0.000446857,0.002564572],"study_design_scores_gemma":[0.001908751,0.0001909587,0.7818224,0.0004543277,0.0001282618,0.0001445999,0.000103611,0.001787164,0.03268545,0.00004731292,0.1801662,0.0005609537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885041,0.003271947,0.0004114954,0.001396946,0.002294832,0.000902748,0.000008858526,0.000333771,0.002875322],"genre_scores_gemma":[0.9771563,0.0002716259,0.000562496,0.00006954613,0.0006048227,0.000450889,0.0001357166,0.0000938296,0.02065475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1797194,"threshold_uncertainty_score":0.9998473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07798103222923332,"score_gpt":0.352777770329539,"score_spread":0.2747967381003057,"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."}}