{"id":"W3030294524","doi":"10.1017/9781108762571.011","title":"The Case Against Intracytoplasmic Sperm Injection for All","year":2020,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Achieve Life Sciences (Canada)","funders":"","keywords":"Intracytoplasmic sperm injection; Sperm; Andrology; Biology; Medicine; Cell biology; Embryo; In vitro fertilisation","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0000816825,0.0002832769,0.0003270927,0.00006793073,0.0003133933,0.00004101363,0.0001873389,0.0003144867,8.522119e-7],"category_scores_gemma":[0.0001272346,0.0002557682,0.0002484927,0.000006579017,0.0001810797,0.00003800048,0.0001972843,0.0005382891,0.00001249567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001998765,"about_ca_system_score_gemma":0.0001286261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001239186,"about_ca_topic_score_gemma":0.00001388862,"domain_scores_codex":[0.9990328,0.00001846436,0.0001727758,0.0003837734,0.0001512227,0.0002409566],"domain_scores_gemma":[0.9986445,0.0003936967,0.0001573304,0.0003878906,0.0001513229,0.0002653066],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00173551,0.00001957118,0.000004534729,0.0003055946,0.000734504,0.01708652,0.0000861794,0.00001268151,0.00006140185,0.7692557,0.1784493,0.03224847],"study_design_scores_gemma":[0.001399224,0.0003922528,0.000004818019,0.0002022396,0.0008578626,0.001212012,0.00007478538,0.0007906771,0.0002929527,0.00001330016,0.9944755,0.0002843534],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007560443,0.0002510854,0.0008225414,0.0001906633,0.0003152498,0.0009529974,0.0005320913,0.0001805464,0.9959988],"genre_scores_gemma":[0.01684467,0.0001787411,0.0002072694,0.0004994994,0.0004890797,0.000002351915,0.0002699054,0.00006097821,0.9814475],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8160262,"threshold_uncertainty_score":0.9999894,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02817601247908662,"score_gpt":0.2258257272215546,"score_spread":0.197649714742468,"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."}}