{"id":"W2011312339","doi":"10.1016/j.fertnstert.2008.07.1063","title":"Map: micro-testicular sperm extraction avoidance program","year":2008,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Testicular sperm extraction; Azoospermia; Sperm; Semen; Sperm Retrieval; Andrology; Semen analysis; Sperm washing; Sperm bank; Intracytoplasmic sperm injection; Obstructive azoospermia; Medicine; Gynecology; Biology; Infertility; Insemination; Fertility; Pregnancy; Population","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":[0.0001768336,0.0003072248,0.0002447165,0.0003649994,0.0005764408,0.0002572734,0.0007245944,0.0003857018,0.02099564],"category_scores_gemma":[0.0003731624,0.0001220877,0.0003096186,0.0002080794,0.0001682286,0.0001921645,0.0007061613,0.0005346353,0.003324552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002337274,"about_ca_system_score_gemma":0.001139092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092352,"about_ca_topic_score_gemma":0.00293687,"domain_scores_codex":[0.9998891,0.00001455331,0.000003845579,0.00002458552,0.00003626314,0.00003167515],"domain_scores_gemma":[0.9998092,0.00002810039,0.00002450593,0.00003740038,0.00002630429,0.00007441068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.007213801,0.01650078,0.03940829,0.0006503705,0.0001237332,0.001094027,0.0002940373,0.004422628,0.07070362,0.00184613,0.03830576,0.8194367],"study_design_scores_gemma":[0.002921819,0.04565588,0.484067,0.000219585,0.0006802817,0.005224668,0.0007659489,0.01756959,0.1830872,0.005175044,0.2544339,0.000199141],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8616133,0.000663164,0.04547001,0.002592494,0.0004888356,0.003305612,0.008989247,0.009149756,0.06772761],"genre_scores_gemma":[0.8724492,0.0006367096,0.04452087,0.001224734,0.0001723465,0.002616167,0.004134323,0.0002534146,0.07399236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02099564,"threshold_uncertainty_score":0.07023746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03099223768151279,"score_gpt":0.2827745092532762,"score_spread":0.2517822715717634,"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."}}