{"id":"W4403624991","doi":"10.1021/acsnano.4c05634","title":"Hydrogel Strategies for Female Reproduction Dysfunction","year":2024,"lang":"en","type":"review","venue":"ACS Nano","topic":"Gynecological conditions and treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Institute for Nanotechnology","funders":"National Key Research and Development Program of China; Guangzhou Science and Technology Program key projects; Chinese Academy of Sciences; National Natural Science Foundation of China","keywords":"Infertility; Reproductive system; Female infertility; Female reproductive system; Assisted reproductive technology; Reproductive medicine; Reproductive technology; Medicine; Reproductive physiology; Bioinformatics; Physiology; Biology; Internal medicine; Pregnancy","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":[0.0003321733,0.0006577258,0.0005665284,0.001551462,0.0002468626,0.0006995941,0.0004548496,0.0008106774,0.004740572],"category_scores_gemma":[0.0003700476,0.0001996103,0.000506131,0.0007293827,0.0002841284,0.0009510529,0.0006122347,0.001162536,0.001505055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004405327,"about_ca_system_score_gemma":0.0005268264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006035008,"about_ca_topic_score_gemma":0.001222646,"domain_scores_codex":[0.9998841,0.00001722503,0.00001363281,0.00002020117,0.00004743806,0.00001736272],"domain_scores_gemma":[0.999907,0.00004204827,0.00001794099,0.000003509044,0.00002044641,0.00000894813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007576411,0.0001093169,0.000178492,0.02095928,0.00008364979,0.000358799,0.0001062564,0.0004300177,0.01303279,0.01040418,0.03246586,0.9217956],"study_design_scores_gemma":[0.00001098302,0.0001149706,0.0004368218,0.001718214,0.00006379986,0.001143115,0.0000451455,0.0001140904,0.003177427,0.001581469,0.9915795,0.0000145752],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004644862,0.9960393,0.0003406106,0.000254589,0.0003057405,0.00001086115,0.00003405511,0.00001717396,0.002533258],"genre_scores_gemma":[0.003367504,0.9936054,0.0004081352,0.0002931622,0.0001598671,0.00001946207,0.00005919433,0.000004049455,0.002083339],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004740572,"threshold_uncertainty_score":0.01585877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09551959409898994,"score_gpt":0.3786207460697146,"score_spread":0.2831011519707247,"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."}}