{"id":"W4399457419","doi":"10.1016/j.mehy.2024.111398","title":"Graphene-based nanocomposite materials to provide a surgical solution for the condition of pelvic organ prolapse","year":2024,"lang":"en","type":"article","venue":"Medical Hypotheses","topic":"Pregnancy-related medical research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nanocomposite; Medicine; Surgery; Materials science; Nanotechnology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008647663,0.0003242813,0.0002093483,0.0005298048,0.000282319,0.0003685803,0.0002200717,0.000748326,0.002931164],"category_scores_gemma":[0.0001896514,0.0001659592,0.0004246882,0.0002556006,0.0001417407,0.0004341605,0.0003219518,0.0007272165,0.0005663948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000186474,"about_ca_system_score_gemma":0.0001547184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000404552,"about_ca_topic_score_gemma":0.001657944,"domain_scores_codex":[0.9999162,0.00001254012,0.000004271065,0.00001496426,0.00003190327,0.00002006489],"domain_scores_gemma":[0.9999425,0.00001541793,0.00001332655,0.000004149008,0.00001214525,0.00001237647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0001963118,0.000230625,0.0003932766,0.002253162,0.00008319812,0.001189056,0.0001267764,0.002070815,0.9121177,0.003408854,0.005614326,0.07231594],"study_design_scores_gemma":[0.00006968882,0.001397223,0.00383375,0.0004072547,0.0002641758,0.002082426,0.0002608277,0.009788334,0.8436242,0.002335834,0.1358075,0.0001287878],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8043138,0.09620007,0.03655297,0.003666266,0.002706054,0.0002646237,0.001188574,0.001291254,0.05381644],"genre_scores_gemma":[0.9591363,0.01649814,0.01229075,0.0008519692,0.0001392157,0.0001172163,0.0002951232,0.00007564083,0.01059559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002931164,"threshold_uncertainty_score":0.009805739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0319643975201693,"score_gpt":0.3454061557308103,"score_spread":0.313441758210641,"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."}}