{"id":"W4401077526","doi":"10.1111/andr.13694","title":"Initiating male contraception methods","year":2024,"lang":"en","type":"review","venue":"Andrology","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vasectomy; Medicine; Family planning; Gynecology; Physical examination; Adverse effect; Population; Family medicine; Research methodology; Surgery; Environmental health; Internal medicine","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":[0.001212464,0.0005002469,0.0008704853,0.00140445,0.0003330259,0.0009505127,0.0009599303,0.001215004,0.03804207],"category_scores_gemma":[0.003993579,0.000207474,0.001150006,0.0009066966,0.0003655846,0.001274641,0.0007509524,0.0012889,0.006454395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003585436,"about_ca_system_score_gemma":0.001249973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001360747,"about_ca_topic_score_gemma":0.002048879,"domain_scores_codex":[0.9989206,0.0003683579,0.0001391246,0.0001461011,0.0003544946,0.0000713758],"domain_scores_gemma":[0.9983834,0.0009545005,0.0002715062,0.00008636184,0.0002387264,0.00006555623],"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":[0.0001491544,0.0001221695,0.0007356567,0.04358311,0.0002057134,0.0001694311,0.0001251779,0.00007599016,0.0007671277,0.002348331,0.04202137,0.9096967],"study_design_scores_gemma":[0.0001503133,0.0001749819,0.003751811,0.03061283,0.0004058209,0.001570245,0.0001525327,0.0000426223,0.0007679704,0.001224043,0.9611261,0.00002073852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001019181,0.9773564,0.0007357935,0.001092587,0.0009137039,0.0001495125,0.0003400233,0.00004452548,0.01834831],"genre_scores_gemma":[0.01015898,0.9772776,0.001611032,0.002361616,0.0008777239,0.0001317566,0.0005649862,0.00001149571,0.007004739],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03804207,"threshold_uncertainty_score":0.1272634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4787646947473389,"score_gpt":0.700237343892952,"score_spread":0.2214726491456131,"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."}}