{"id":"W2995913020","doi":"10.1016/j.fertnstert.2019.09.044","title":"Meiotic arrest in azoospermic men: current implications of a recently reported novel technique for classification of arrest stage","year":2019,"lang":"en","type":"letter","venue":"Fertility and Sterility","topic":"Body Composition Measurement Techniques","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"Vancouver Coastal Health Research Institute","keywords":"Meiosis; Stage (stratigraphy); Gynecology; Current (fluid); Andrology; Medicine; Biology; Genetics; Engineering; Electrical engineering","routes":{"ca_aff":true,"ca_fund":true,"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":[0.003574382,0.000367335,0.0007344277,0.0006081959,0.00113924,0.001349554,0.0009136517,0.0135631,0.0009287644],"category_scores_gemma":[0.01940349,0.0002624789,0.0004236484,0.0006042064,0.002293168,0.001254958,0.000554343,0.01093459,0.00155365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001585594,"about_ca_system_score_gemma":0.001113607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002580872,"about_ca_topic_score_gemma":0.004483289,"domain_scores_codex":[0.9976132,0.0008223,0.0004545056,0.0003236755,0.0005699046,0.000216432],"domain_scores_gemma":[0.9903301,0.006511459,0.0007756083,0.0002906714,0.001584659,0.0005074947],"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":[0.0008051215,0.000206345,0.04352982,0.000670918,0.00007066395,0.03219792,0.001935562,0.0003180154,0.005460427,0.01075924,0.6544828,0.2495632],"study_design_scores_gemma":[0.0002905567,0.001044179,0.05069984,0.001612768,0.0001680889,0.08759059,0.003116694,0.003197575,0.006291168,0.02033463,0.8254253,0.0002285608],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.008347668,0.009557501,0.00185777,0.9501022,0.02535151,0.00002645327,0.00009466055,0.00006658747,0.00459569],"genre_scores_gemma":[0.1401422,0.014444,0.007953209,0.6765139,0.1510739,0.0001195292,0.0001376739,0.0000815018,0.009534135],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0135631,"threshold_uncertainty_score":0.01890337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1189669046925335,"score_gpt":0.3516304676759953,"score_spread":0.2326635629834619,"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."}}