{"id":"W4387615817","doi":"10.26685/urncst.513","title":"Developing Human Reproductive Organoids to Combat Infertility: A Literature Review","year":2023,"lang":"en","type":"review","venue":"Undergraduate Research in Natural and Clinical Science and Technology (URNCST) Journal","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"University of Waterloo","keywords":"Infertility; Organoid; Assisted reproductive technology; Population; Medicine; Biology; Bioinformatics; Neuroscience; Pregnancy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001710956,0.0008200782,0.001978513,0.007330883,0.0004597352,0.001612005,0.001328582,0.001271209,0.00495823],"category_scores_gemma":[0.004411674,0.0003868729,0.001836375,0.0073799,0.0006535474,0.001828481,0.0009048428,0.000832968,0.0008212916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007951474,"about_ca_system_score_gemma":0.003307016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002400729,"about_ca_topic_score_gemma":0.003606039,"domain_scores_codex":[0.9991466,0.0001461381,0.0003274254,0.000103402,0.0002306313,0.00004587317],"domain_scores_gemma":[0.9959643,0.00287772,0.00053459,0.00005826802,0.0004904645,0.00007459938],"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":[0.0001433124,0.00007102979,0.0007110282,0.464242,0.0006121478,0.0005998649,0.0004065288,0.0002860462,0.001093546,0.001984998,0.01358082,0.5162686],"study_design_scores_gemma":[0.00006151488,0.0003144275,0.004576331,0.4054672,0.00636371,0.00449037,0.0007638622,0.0002005032,0.001207913,0.002039849,0.5744393,0.0000749736],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002511367,0.9988732,0.0000917373,0.0001642789,0.00007297951,0.00002053317,0.00007311884,0.000004323656,0.0004487405],"genre_scores_gemma":[0.001121384,0.9982914,0.0001945276,0.0001716014,0.00004995716,0.00001978598,0.0000695847,0.000001374066,0.00008028337],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007330883,"threshold_uncertainty_score":0.01658696,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2274081102907724,"score_gpt":0.5342314628291827,"score_spread":0.3068233525384103,"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."}}