{"id":"W4247488868","doi":"10.1016/j.fertnstert.2020.11.016","title":"Diagnosis and treatment of infertility in men: AUA/ASRM guideline part II","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":168,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Infertility; Guideline; Medicine; Male infertility; Intracytoplasmic sperm injection; Gynecology; MEDLINE; Pregnancy","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":[0.005346594,0.001267754,0.002718775,0.003635204,0.001192234,0.001768626,0.003257813,0.006611098,0.004136998],"category_scores_gemma":[0.01474822,0.0008095356,0.003408617,0.002055473,0.0008999488,0.0008938083,0.001817967,0.005182822,0.003302107],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00282034,"about_ca_system_score_gemma":0.01067594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03600515,"about_ca_topic_score_gemma":0.04760631,"domain_scores_codex":[0.9957152,0.00104739,0.00133863,0.0002116574,0.001289619,0.0003973997],"domain_scores_gemma":[0.9905983,0.002443722,0.001608047,0.000165099,0.004090249,0.001094661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003825992,0.000482104,0.01109292,0.00734987,0.0004495476,0.0009269979,0.0002947902,0.002380081,0.001866095,0.003038831,0.7201253,0.2516109],"study_design_scores_gemma":[0.0007621771,0.0004951499,0.06354524,0.04851383,0.0009526124,0.003599039,0.0004452049,0.001748685,0.001324951,0.003927449,0.8745146,0.0001710347],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01709117,0.4398942,0.01847026,0.2729784,0.02058017,0.006808667,0.02891161,0.001689372,0.1935761],"genre_scores_gemma":[0.09502088,0.4194281,0.08637081,0.2450701,0.02125116,0.01122666,0.06984238,0.0005572236,0.05123276],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03600515,"threshold_uncertainty_score":0.07159114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05998227370267298,"score_gpt":0.2901605987888715,"score_spread":0.2301783250861985,"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."}}