{"id":"W2796402956","doi":"10.1007/s10815-018-1175-8","title":"Protecting fertility clinics against sperm-related fraud: a call to action","year":2018,"lang":"en","type":"letter","venue":"Journal of Assisted Reproduction and Genetics","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Collège de Maisonneuve; University of British Columbia","funders":"","keywords":"Reproductive medicine; Call to action; Fertility; Fertility clinic; Sperm; Action (physics); Fertility preservation; Medicine; Gynecology; Biology; Pregnancy; Andrology; Business; Genetics; 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":[0.008518935,0.0008568492,0.00162381,0.001035539,0.01069069,0.009745754,0.00401661,0.1952651,0.01309124],"category_scores_gemma":[0.0503018,0.001110077,0.001872037,0.0007712719,0.008107738,0.01122928,0.005677026,0.1116157,0.004462658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006857433,"about_ca_system_score_gemma":0.01710386,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005093406,"about_ca_topic_score_gemma":0.01140576,"domain_scores_codex":[0.988889,0.00321585,0.001053341,0.00133931,0.003059089,0.002443413],"domain_scores_gemma":[0.966118,0.0157539,0.002664855,0.001078658,0.004576653,0.009808089],"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":[0.00004471891,0.0001240874,0.00135665,0.00007598206,0.00002363983,0.005294204,0.000840734,0.00006857458,0.0003882941,0.009787183,0.9710538,0.01094199],"study_design_scores_gemma":[0.0001673861,0.0001102668,0.001781429,0.0008400561,0.0000542479,0.005198884,0.00390955,0.0006244131,0.0002932785,0.02182148,0.9650615,0.0001374687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002418543,0.0003788454,0.00005435136,0.994888,0.003269292,0.000004153126,0.000005376389,0.00000820471,0.001150042],"genre_scores_gemma":[0.003084204,0.0004082623,0.0001936185,0.9830185,0.009917951,0.00001545248,0.000005595749,0.00001270961,0.00334378],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1952651,"threshold_uncertainty_score":0.04975444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07952580772349141,"score_gpt":0.3694200973371488,"score_spread":0.2898942896136574,"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."}}