{"id":"W3200263242","doi":"10.1016/j.fertnstert.2021.07.266","title":"HOPE FOR MALE FECUNDITY – CLINICALLY INSIGNIFICANT CHANGES IN SEMEN PARAMETERS OVER 10 YEARS AT A SINGLE CLINIC WHILE ASSESSING AN INFERTILITY POPULATION","year":2021,"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":"McGill University Health Centre","funders":"","keywords":"Sperm; Semen; Confidence interval; Fecundity; Semen analysis; Infertility; Semen quality; Male infertility; Demography; Population; Medicine; Statistics; Multivariate analysis; Analysis of variance; Gynecology; Mathematics; Biology; Andrology; 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":[0.001751742,0.0003629473,0.000424688,0.0007964487,0.001021792,0.001098432,0.0005435676,0.001096814,0.001314464],"category_scores_gemma":[0.005181202,0.0001774178,0.0004130455,0.000484923,0.0005380941,0.00132237,0.0005908202,0.001119591,0.0003755167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459795,"about_ca_system_score_gemma":0.0009635589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863111,"about_ca_topic_score_gemma":0.007158839,"domain_scores_codex":[0.9993342,0.0002163937,0.00006223602,0.0001011064,0.0001620272,0.0001241402],"domain_scores_gemma":[0.9967636,0.0006014314,0.001055704,0.0001879878,0.0005716106,0.0008195263],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009797851,0.0002220909,0.9775752,0.00002741518,0.00003435616,0.001227442,0.0003727347,0.00008282057,0.001711295,0.00008802157,0.001204893,0.01735586],"study_design_scores_gemma":[0.00001254562,0.000943261,0.9867524,0.00004818241,0.00007252563,0.005687776,0.002294407,0.0003382359,0.0009148204,0.0004098607,0.002499637,0.00002642967],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866028,0.001376047,0.0007859092,0.007139909,0.0001614005,0.00003782285,0.0002850414,0.00004321853,0.003567922],"genre_scores_gemma":[0.9967609,0.0004213028,0.0009207683,0.0008682016,0.0001798926,0.00001295871,0.0001659041,0.000007354936,0.0006627373],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863111,"threshold_uncertainty_score":0.009264171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1024044901230416,"score_gpt":0.3460566447364249,"score_spread":0.2436521546133832,"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."}}