{"id":"W2137776093","doi":"10.1007/s10815-011-9650-5","title":"Early cumulus cell removal could reduce the available embryo rate in human IVF","year":2011,"lang":"en","type":"article","venue":"Journal of Assisted Reproduction and Genetics","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"McGill University","keywords":"Human fertilization; Insemination; In vitro fertilisation; Andrology; Embryo; Gynecology; Embryo transfer; Medicine; Biology; Reproductive medicine; Pregnancy; Sperm; Genetics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0007575571,0.0002359909,0.0004403365,0.0002637777,0.0002942117,0.0002830429,0.0002719614,0.0003411009,0.001374591],"category_scores_gemma":[0.001326922,0.0001235304,0.0003117691,0.0001315225,0.0003072318,0.0002512333,0.0002608921,0.0005716065,0.0001780177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281997,"about_ca_system_score_gemma":0.0007623782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020825,"about_ca_topic_score_gemma":0.00152392,"domain_scores_codex":[0.9997873,0.00007009837,0.00001688229,0.00002202525,0.00006868592,0.00003499623],"domain_scores_gemma":[0.9996324,0.0002143189,0.00003668551,0.00004825274,0.00003084066,0.00003752469],"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":[0.005264213,0.0003344386,0.00615662,0.000366779,0.00006707987,0.0005362688,0.0001251508,0.0013845,0.9054122,0.00112627,0.0007692579,0.07845733],"study_design_scores_gemma":[0.0002560151,0.00222413,0.06091898,0.00008190065,0.0003070646,0.001357206,0.000124618,0.006162863,0.9184781,0.001075156,0.008966574,0.00004743817],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9673789,0.01195744,0.01740736,0.0004567251,0.0002968833,0.0001350584,0.0001754603,0.0001068133,0.002085379],"genre_scores_gemma":[0.9907668,0.002385044,0.005278253,0.0001080557,0.00009043687,0.00004502245,0.000135507,0.0000269026,0.001163936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001374591,"threshold_uncertainty_score":0.004598498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06877831719524038,"score_gpt":0.2979595698095086,"score_spread":0.2291812526142682,"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."}}