{"id":"W4414561036","doi":"10.1016/b978-0-443-26745-1.00002-5","title":"Robotic intracytoplasmic sperm injection","year":2025,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Intracytoplasmic sperm injection; Oocyte; Sperm cell; Sperm; In vitro fertilisation; Human fertilization","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":[0.0001518189,0.0005794443,0.0003023196,0.0005802343,0.000287552,0.0008656366,0.0005382225,0.0006885204,0.07368631],"category_scores_gemma":[0.0001224132,0.0002055308,0.0002818943,0.0003837971,0.0002692434,0.0007288762,0.000736122,0.0007041328,0.02492515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000268542,"about_ca_system_score_gemma":0.0003157881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005851681,"about_ca_topic_score_gemma":0.001574009,"domain_scores_codex":[0.9999223,0.000005102752,0.000002495535,0.00001377219,0.00005031104,0.00000604363],"domain_scores_gemma":[0.9999645,0.00001312516,0.000003293727,0.00000597469,0.0000072305,0.000005787512],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0000408678,0.00006059767,0.0001358693,0.0003389108,0.000009196627,0.0002502389,0.00006620264,0.001453558,0.0254443,0.01983272,0.08085025,0.8715172],"study_design_scores_gemma":[0.000005370292,0.00005436962,0.0004631223,0.0001381156,0.000008375371,0.0009396386,0.00001973465,0.001323742,0.004978111,0.003532831,0.988524,0.00001263423],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003515725,0.02197125,0.08051629,0.0006116504,0.001799191,0.00007969736,0.0003776919,0.002375638,0.8887528],"genre_scores_gemma":[0.01093896,0.01341209,0.0258304,0.0005208963,0.0003850318,0.00006964705,0.0003733205,0.0002347351,0.9482349],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.07368631,"threshold_uncertainty_score":0.2465053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01685309979365212,"score_gpt":0.2619777931654197,"score_spread":0.2451246933717676,"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."}}