{"id":"W3046967451","doi":"10.1007/978-981-15-2377-9_82","title":"Laboratory Aspects of In Vitro Maturation Cycles","year":2020,"lang":"en","type":"book-chapter","venue":"","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"In vitro maturation; Biology; Gynecology; Andrology; Medicine; Cell biology; Oocyte; Embryo","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":[0.0002508202,0.0005413138,0.0003322918,0.0005159306,0.0004467751,0.00100024,0.0008688093,0.0005620465,0.02463261],"category_scores_gemma":[0.0002992658,0.000225252,0.0002239062,0.0004792497,0.0005531742,0.0007511986,0.0007266638,0.001442702,0.007263943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000545366,"about_ca_system_score_gemma":0.0004610421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005671035,"about_ca_topic_score_gemma":0.001388929,"domain_scores_codex":[0.9999071,0.00002661879,0.000004189967,0.0000143394,0.00004030369,0.000007442801],"domain_scores_gemma":[0.9998707,0.00008068568,0.000005920871,0.00001640809,0.00001688519,0.00000929785],"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":[0.00009258352,0.0002084876,0.0002754605,0.000845027,0.000007827241,0.0004513774,0.0004764257,0.00238713,0.03397068,0.3069145,0.1445728,0.5097976],"study_design_scores_gemma":[0.000003787426,0.00004631894,0.0003858046,0.0001539595,0.000003623305,0.000521864,0.00004394755,0.00049091,0.004657126,0.02660364,0.9670802,0.000008808912],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.002901425,0.07583053,0.02855863,0.001769233,0.002481987,0.00009861388,0.0002303978,0.0003276449,0.8878015],"genre_scores_gemma":[0.02374603,0.07498644,0.02034899,0.002016129,0.001596923,0.0002269076,0.000398784,0.000277211,0.8764027],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02463261,"threshold_uncertainty_score":0.08240426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02115282015086742,"score_gpt":0.2584393342220584,"score_spread":0.237286514071191,"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."}}