{"id":"W3111127730","doi":"10.1016/j.fertnstert.2020.11.015","title":"Diagnosis and treatment of infertility in men: AUA/ASRM guideline part I","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":341,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"EMD Serono; National Institutes of Health; Gilead Sciences","keywords":"Infertility; Guideline; Fertility; Gynecology; Medicine; Male infertility; Obstetrics; Family medicine; Pregnancy; Population; Biology; Environmental health","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":[0.004956024,0.001142896,0.002555139,0.003356703,0.00123424,0.001724114,0.003174733,0.006729632,0.00411844],"category_scores_gemma":[0.01462101,0.000701642,0.003223063,0.001882814,0.0009699848,0.0009613603,0.001747016,0.00558604,0.003218576],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002740375,"about_ca_system_score_gemma":0.009651689,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03248816,"about_ca_topic_score_gemma":0.04553501,"domain_scores_codex":[0.996156,0.0009025962,0.001189914,0.0001984727,0.001204728,0.0003483337],"domain_scores_gemma":[0.9910173,0.002527001,0.001516843,0.0001600753,0.003735839,0.001042843],"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":[0.0002908936,0.0004158397,0.01033051,0.006307931,0.0003767052,0.0008445961,0.0002771256,0.00190249,0.00159728,0.003016858,0.7201405,0.2544993],"study_design_scores_gemma":[0.0006024375,0.000439894,0.0604993,0.0450329,0.000877413,0.003744637,0.0004270071,0.001545042,0.001244654,0.004146866,0.8812762,0.0001635654],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.01471541,0.4358342,0.01601624,0.3018274,0.01933965,0.005152237,0.02164191,0.001607217,0.1838657],"genre_scores_gemma":[0.09232101,0.441299,0.0843088,0.2542997,0.0241061,0.008415047,0.0510648,0.0005043407,0.0436812],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.03248816,"threshold_uncertainty_score":0.06459814,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06300391888958141,"score_gpt":0.2927840319967822,"score_spread":0.2297801131072008,"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."}}