{"id":"W2035119116","doi":"10.5489/cuaj.10123","title":"Vasectomy update 2010","year":2010,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Vasectomy; Semen; Medicine; Sperm; Semen analysis; Andrology; Genitourinary system; Gynecology; Family planning; Population; Obstetrics; Research methodology; Biology; Infertility; Internal medicine; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0005827431,0.0004964347,0.0005253537,0.003154555,0.0004575697,0.001570143,0.0006965516,0.0009070698,0.07480086],"category_scores_gemma":[0.002115199,0.0001865636,0.0004061354,0.002087734,0.0001766538,0.0008686198,0.0005492888,0.001226363,0.02616505],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001113522,"about_ca_system_score_gemma":0.001847134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01358287,"about_ca_topic_score_gemma":0.03604833,"domain_scores_codex":[0.9995829,0.00004186318,0.00005276204,0.000031649,0.000236896,0.00005392062],"domain_scores_gemma":[0.9985714,0.0001447651,0.0001296957,0.00003276858,0.0008859013,0.0002353872],"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":[0.00007785734,0.00004113395,0.001146385,0.0006408967,0.0000158139,0.0002536515,0.00001432871,0.00007314306,0.0001867353,0.0005707891,0.7327153,0.2642639],"study_design_scores_gemma":[0.00001754204,0.00002577618,0.004274904,0.0005684449,0.00001764569,0.001226066,0.00002341913,0.00003465976,0.00007037257,0.0001021308,0.9936323,0.000006865122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.004867306,0.553067,0.001337318,0.03012741,0.04905204,0.000235206,0.0212474,0.0007394598,0.3393269],"genre_scores_gemma":[0.02384274,0.5622,0.004402413,0.01300572,0.02492405,0.0002274708,0.0459054,0.0001976886,0.3252946],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.07480086,"threshold_uncertainty_score":0.2502338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03867097183578892,"score_gpt":0.3558098448117004,"score_spread":0.3171388729759114,"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."}}