{"id":"W2033676989","doi":"10.4161/spmg.22591","title":"Vasectomy reversal in humans","year":2012,"lang":"en","type":"article","venue":"Spermatogenesis","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Vasectomy; Vasectomy reversal; Vasovasostomy; Medicine; Family planning; Male Sterilization; Surgery; Obstetrics; Population; Gynecology; Research methodology","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":[0.001849361,0.0001281532,0.0001993598,0.000683432,0.0004163393,0.0008374159,0.0002211868,0.0003845651,0.004210635],"category_scores_gemma":[0.002695807,0.00007911186,0.0001585671,0.0006159883,0.0006996825,0.0003702415,0.0003981924,0.0004308817,0.0006030837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002405335,"about_ca_system_score_gemma":0.000592928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009663854,"about_ca_topic_score_gemma":0.001113573,"domain_scores_codex":[0.9992437,0.0004521418,0.00004819039,0.00006221663,0.0001601243,0.0000336223],"domain_scores_gemma":[0.9991555,0.0003733758,0.0002023626,0.00009545615,0.000111679,0.00006159915],"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":[0.0004976258,0.0005248938,0.0615644,0.004176352,0.000199759,0.002892127,0.004052522,0.0001351358,0.00742504,0.02666141,0.03370633,0.8581644],"study_design_scores_gemma":[0.00006795036,0.003932566,0.1107042,0.00449145,0.0002221688,0.0226111,0.004747646,0.0001552437,0.004786713,0.008108702,0.8401281,0.00004417564],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1291196,0.7220813,0.004344925,0.01083579,0.001940895,0.000226058,0.0006974355,0.0001079788,0.130646],"genre_scores_gemma":[0.5249579,0.4444587,0.006946899,0.007401214,0.002185461,0.0002082866,0.0004847657,0.00002348269,0.01333326],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004210635,"threshold_uncertainty_score":0.01408595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206868169604847,"score_gpt":0.467664893696246,"score_spread":0.3469780767357613,"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."}}