{"id":"W2914807282","doi":"10.1111/andr.12591","title":"<scp>ICSI</scp> outcomes using testicular spermatozoa in non‐azoospermic couples with recurrent <scp>ICSI</scp> failure and no previous live births","year":2019,"lang":"en","type":"article","venue":"Andrology","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"Canadian Institutes of Health Research","keywords":"Andrology; Live birth; Medicine; Biology; Pregnancy; Genetics","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":[0.0006478954,0.0001471009,0.0002769288,0.0006689095,0.0003244133,0.0004708729,0.0001786918,0.0001982388,0.001251152],"category_scores_gemma":[0.002425023,0.0001047249,0.0003265519,0.0005881139,0.0003185645,0.0002040677,0.0002839532,0.0002115612,0.00009272189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002352089,"about_ca_system_score_gemma":0.0004327897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002203045,"about_ca_topic_score_gemma":0.001586667,"domain_scores_codex":[0.9995677,0.0001526335,0.00006349809,0.00005433984,0.0001060117,0.00005572947],"domain_scores_gemma":[0.9980723,0.0005326232,0.001060986,0.00004755053,0.0001072815,0.0001793057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001092311,0.00001658175,0.9965993,0.00002370103,0.00004250412,0.0003021838,0.00008966436,0.00004714763,0.0001214077,0.00001606415,0.00004792353,0.002584344],"study_design_scores_gemma":[0.00001447495,0.0004896455,0.9955853,0.00002910619,0.00008815207,0.002880192,0.0003032212,0.0002509167,0.0001884655,0.00002864085,0.0001367279,0.00000501264],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998939,0.0007335818,0.00003601767,0.00001720871,0.000002617293,0.000005951783,0.00007025913,0.000001278192,0.0001942336],"genre_scores_gemma":[0.9997259,0.0001449249,0.00001763315,0.000007592014,0.000004781124,0.000003081919,0.00006956828,3.443285e-7,0.00002605072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002203045,"threshold_uncertainty_score":0.004380465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009179803396673144,"score_gpt":0.2360145374605613,"score_spread":0.2268347340638882,"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."}}