{"id":"W2229116671","doi":"10.1373/clinchem.2015.250282","title":"Paper-Based Quantification of Male Fertility Potential","year":2016,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":71,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; Grand Challenges Canada","keywords":"Sperm; Semen; Motility; Sperm motility; Andrology; Male infertility; Fertility; Semen analysis; Infertility; Biology; Oligospermia; Medicine; Population; Cell biology; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001307953,0.0008454089,0.000494328,0.001451005,0.0002231426,0.000855354,0.001013181,0.001401026,0.002406324],"category_scores_gemma":[0.002351569,0.0002788901,0.0004972514,0.0006220126,0.0005928639,0.0005682056,0.0007373088,0.0005706805,0.001051349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004708255,"about_ca_system_score_gemma":0.0003411368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002868639,"about_ca_topic_score_gemma":0.0005563203,"domain_scores_codex":[0.9982936,0.0002835332,0.00008569333,0.0003759086,0.0008878357,0.00007348623],"domain_scores_gemma":[0.9981567,0.0008047663,0.000383366,0.00009753263,0.0004767778,0.0000807914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000150837,0.0001035854,0.00889732,0.0007320381,0.0001262607,0.0001621933,0.00009654598,0.0008128505,0.9302145,0.0006832246,0.001831573,0.05618911],"study_design_scores_gemma":[0.00002707057,0.000904461,0.01723193,0.0001594452,0.0001732473,0.001344452,0.0001357836,0.009854218,0.9500704,0.0006175186,0.01937337,0.0001079678],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.4628228,0.05206008,0.4519042,0.001866589,0.001954949,0.0009622059,0.005966379,0.003042381,0.01942049],"genre_scores_gemma":[0.7002359,0.01695253,0.2628384,0.001836675,0.0006272914,0.000903415,0.002353796,0.0001264432,0.01412557],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002406324,"threshold_uncertainty_score":0.008049965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0277263431361676,"score_gpt":0.2802995954561462,"score_spread":0.2525732523199786,"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."}}