{"id":"W2089900548","doi":"10.1016/j.pec.2006.04.010","title":"Assessment of needs of men for decision support on male sterilization","year":2006,"lang":"en","type":"article","venue":"Patient Education and Counseling","topic":"Male Reproductive Health Studies","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre hospitalier universitaire de Québec; Université Laval","funders":"Aids Fonds; World Bank Group","keywords":"Vasectomy; Sterilization (economics); Medicine; Family planning; Population; Family medicine; Gynecology; Environmental health; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004920851,0.00007501593,0.0001779243,0.0001490056,0.0002248503,0.00000199193,0.00003077126,0.00004604654,0.0001070865],"category_scores_gemma":[0.0001352608,0.00006708467,0.00002263537,0.0001382409,0.00002341661,0.0000448431,0.00001424511,0.00006175235,0.000002723592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007611632,"about_ca_system_score_gemma":0.0003973402,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001051977,"about_ca_topic_score_gemma":0.00001298763,"domain_scores_codex":[0.9988908,0.00008061103,0.0005693391,0.0001367359,0.0001857074,0.0001368385],"domain_scores_gemma":[0.9983572,0.0003811156,0.0004172097,0.0001502313,0.0006646991,0.00002952655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005090532,0.002173953,0.6557732,0.004675722,0.00004500715,6.701245e-8,0.04049455,0.0005338921,0.00277591,0.02955983,0.07615367,0.1873051],"study_design_scores_gemma":[0.002380002,0.002325393,0.6832243,0.003271305,0.0001613113,0.000003759249,0.1609601,0.006808495,0.001907754,0.007080863,0.1312488,0.0006279258],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9727698,0.0002872169,0.01023575,0.0002443101,0.0008717977,0.00123923,0.00002321298,0.00001188824,0.01431681],"genre_scores_gemma":[0.9948919,0.0001886934,0.003301009,0.0001608357,0.000127556,0.0002585484,0.00004826403,0.000009841873,0.001013297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1866772,"threshold_uncertainty_score":0.2735634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04310324249339197,"score_gpt":0.4405318317709741,"score_spread":0.3974285892775821,"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."}}