{"id":"W2141912381","doi":"10.1093/humrep/15.suppl_5.98","title":"The future of male infertility management and assisted reproduction technology","year":2000,"lang":"en","type":"review","venue":"Human Reproduction","topic":"Sperm and Testicular Function","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"CReATe Fertility Centre","funders":"","keywords":"Reproduction; Infertility; Gynecology; Male infertility; Assisted reproductive technology; Medicine; Biology; Andrology; Pregnancy; Genetics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006044999,0.0002591551,0.00074715,0.0003179527,0.0002770402,0.00001911325,0.00008018553,0.0003054062,0.00008930014],"category_scores_gemma":[0.00009084323,0.0001737029,0.0001870358,0.000599113,0.0002389768,0.00004186941,0.00005515964,0.0004019501,0.00001828358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001061939,"about_ca_system_score_gemma":0.00003762498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006871169,"about_ca_topic_score_gemma":0.000004443894,"domain_scores_codex":[0.9978843,0.00009588715,0.0006173276,0.001001452,0.000228302,0.0001727277],"domain_scores_gemma":[0.9976478,0.00001375869,0.000369188,0.001800462,0.0001314279,0.00003737444],"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":[0.00003020201,0.00009829857,0.0001339424,0.006100385,0.0001894921,0.000008985579,0.000009651698,1.233761e-7,0.00001129648,0.0005458265,0.0007161307,0.9921557],"study_design_scores_gemma":[0.0002079578,0.0001567592,0.004556932,0.001682005,0.001629506,0.001772655,0.00005541138,2.859862e-7,0.00003439239,0.00035936,0.9894096,0.000135189],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00186723,0.9937003,0.000006092415,0.0003219564,0.0008576505,0.001372117,0.000001893176,0.0001427956,0.001729917],"genre_scores_gemma":[0.0004231048,0.989996,0.0001561924,0.000003901735,0.001316898,0.0001336221,0.0001076128,0.00003335382,0.007829287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9920205,"threshold_uncertainty_score":0.7083398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0379508830274522,"score_gpt":0.314286292739246,"score_spread":0.2763354097117938,"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."}}