{"id":"W2579551219","doi":"10.1186/s12978-016-0275-0","title":"Feasibility of an altruistic sperm donation program in Canada: results from a population-based model","year":2017,"lang":"en","type":"article","venue":"Reproductive Health","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; McMaster University; St. Joseph’s Healthcare Hamilton; Programs for Assessment of Technology in Health Research Institute; Toronto Public Health","funders":"","keywords":"Sperm donation; Reproductive medicine; Donation; Donor insemination; Sperm bank; Sperm; Population; Embryo donation; Insemination; Artificial insemination; Egg donation; Gynecology; Legislation; Family medicine; Fertility; Medicine; Demography; Psychology; Political science; Environmental health; Biology; Andrology; Sociology; Law; Pregnancy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001102933,0.00017435,0.0005793917,0.0001390978,0.0002210108,0.00001217723,0.0001935038,0.00008230556,0.000006315961],"category_scores_gemma":[0.008357335,0.0001587365,0.00004104387,0.0001675736,0.0001304922,0.0001628274,0.00003963381,0.0003193597,0.00000148262],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002206744,"about_ca_system_score_gemma":0.007045485,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9500773,"about_ca_topic_score_gemma":0.8340974,"domain_scores_codex":[0.9970925,0.0001186255,0.000779154,0.001213453,0.0004153429,0.0003809574],"domain_scores_gemma":[0.9957908,0.00008715663,0.0007880603,0.002770984,0.0003742507,0.0001886946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002621557,0.001103355,0.9240018,0.0004408029,0.00001898026,0.00001253709,0.0003224497,0.00290939,0.0001428486,0.000617555,0.0002139976,0.06759468],"study_design_scores_gemma":[0.001803142,0.0003923619,0.9769477,0.0001069804,0.000009474017,0.000002352328,0.0001286242,0.01675409,0.0007183425,0.002956477,0.000065354,0.0001151212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752182,0.0001599389,0.00008254965,0.0211582,0.0002098535,0.002466003,0.00020912,0.000078451,0.0004176684],"genre_scores_gemma":[0.9860653,0.00002044614,0.01315512,0.0001854245,0.0001279833,0.00007322407,0.0003115248,0.0000189659,0.00004198178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1159799,"threshold_uncertainty_score":0.9999957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.103739880165458,"score_gpt":0.3999826517264433,"score_spread":0.2962427715609853,"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."}}