{"id":"W4383906361","doi":"10.9745/ghsp-d-23-00163","title":"Regarding “Down but Not Out: Vasectomy Is Faring Poorly Almost Everywhere—We Can Do Better to Make It a True Method Option”","year":2023,"lang":"en","type":"letter","venue":"Global Health Science and Practice","topic":"Ureteral procedures and complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Vasectomy; Computer science; Medicine; Family planning; Research methodology; Population; Environmental health","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":[0.003989327,0.0009229485,0.001389251,0.0009440387,0.01080076,0.006694846,0.002134302,0.1270585,0.01029819],"category_scores_gemma":[0.03012122,0.001171985,0.001916767,0.001172535,0.004343196,0.00445831,0.00287653,0.07809521,0.005113911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007777507,"about_ca_system_score_gemma":0.01552837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02425231,"about_ca_topic_score_gemma":0.04549076,"domain_scores_codex":[0.9943293,0.001164444,0.0008293124,0.0007680141,0.001215779,0.001693292],"domain_scores_gemma":[0.9895352,0.004928654,0.001102859,0.0002175762,0.001518947,0.002696846],"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":[0.00005470757,0.00005481228,0.001599444,0.00007525054,0.00003160626,0.0068687,0.0007173832,0.00008228706,0.0002877883,0.005784138,0.976642,0.00780195],"study_design_scores_gemma":[0.0001639497,0.0001199728,0.00443677,0.001053918,0.00009640661,0.008850963,0.002201135,0.0006256315,0.0003213643,0.01300587,0.9689275,0.0001964747],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003979481,0.0005085986,0.0000505586,0.9880287,0.008366331,0.00001026533,0.00002853669,0.00001069043,0.002598321],"genre_scores_gemma":[0.001491593,0.0003429722,0.00007082466,0.9840379,0.01057048,0.00001216919,0.000009622436,0.00001030763,0.003454166],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1270585,"threshold_uncertainty_score":0.05643004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0937162692029717,"score_gpt":0.442549629379298,"score_spread":0.3488333601763263,"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."}}