{"id":"W3028641273","doi":"10.1016/j.fertnstert.2020.04.015","title":"Should empiric therapies be used for male factor infertility?","year":2020,"lang":"en","type":"article","venue":"Fertility and Sterility","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Royal Victoria Hospital","funders":"","keywords":"Medicine; Male infertility; Infertility; Gynecology; Population; Pregnancy rate; Human chorionic gonadotropin; Azoospermia; Internal medicine; Urology; Pregnancy; Obstetrics; Hormone; Biology","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":[0.001969168,0.0005229994,0.00197804,0.0006079585,0.001248491,0.001563875,0.0007918329,0.005180217,0.00592748],"category_scores_gemma":[0.01057577,0.0002766066,0.001026268,0.0005805223,0.001956997,0.001966746,0.0004221277,0.005873844,0.001814109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006368543,"about_ca_system_score_gemma":0.00243627,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007830063,"about_ca_topic_score_gemma":0.003448755,"domain_scores_codex":[0.9990312,0.0004725995,0.0001440821,0.00009645447,0.0001901258,0.00006563513],"domain_scores_gemma":[0.9936048,0.00371027,0.0009382062,0.0003977987,0.0007676939,0.0005812136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004788925,0.002462267,0.04829712,0.003508732,0.0007501544,0.008740757,0.0004708376,0.0009760365,0.008520911,0.02397902,0.1292482,0.7682571],"study_design_scores_gemma":[0.002674062,0.005959495,0.06564892,0.01525107,0.001593245,0.02797438,0.002546328,0.002252952,0.008061406,0.05224752,0.8155791,0.000211535],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.06275464,0.4822383,0.007743518,0.3921807,0.01742375,0.0001357984,0.0003651858,0.000256728,0.03690144],"genre_scores_gemma":[0.3894967,0.3306223,0.03792625,0.164802,0.06018644,0.0003828343,0.0005328541,0.000208569,0.01584209],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.00592748,"threshold_uncertainty_score":0.01982939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1465465858906344,"score_gpt":0.3287848573874343,"score_spread":0.1822382714967999,"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."}}