{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002599169,0.0004678089,0.0009483642,0.0003099726,0.0000966038,0.00004486303,0.0001315133,0.0003858789,0.00004277255],"category_scores_gemma":[0.0009596045,0.0003613979,0.0001184666,0.0003317407,0.0002192843,0.000170356,0.0001055412,0.0005627559,0.0003630238],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010429,"about_ca_system_score_gemma":0.0001690128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001566495,"about_ca_topic_score_gemma":0.0001485562,"domain_scores_codex":[0.9976647,0.00009028693,0.0004803753,0.0007287791,0.0003334189,0.0007023934],"domain_scores_gemma":[0.9979973,0.0007811089,0.0002182589,0.0005187219,0.0002342633,0.0002503468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000387283,0.0002735749,0.9918643,0.0003038701,0.0001916379,0.0005427529,0.0008455969,0.0001907192,0.004182021,0.0001045006,0.001148577,0.0003137281],"study_design_scores_gemma":[0.01105723,0.004586955,0.9212775,0.0008723085,0.001046824,0.006586514,0.001650991,0.03248881,0.001046258,0.0002300343,0.01884036,0.0003162315],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944133,0.002406892,0.0001340525,0.0001836185,0.0005266499,0.0011193,0.0000140327,0.0001024063,0.001099812],"genre_scores_gemma":[0.9964096,0.0005233411,0.001257044,0.0008958424,0.0001961388,0.00003479061,0.00007624766,0.00007230067,0.0005347223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07058681,"threshold_uncertainty_score":0.9998838,"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."}}