{"id":"W2614568797","doi":"10.1101/139295","title":"Health Status by Gender, Hair Color, and Eye Color: Red-Haired Women are the Most Divergent with the Lowest Viability and the Highest Fertility","year":2017,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"melanin and skin pigmentation","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Grantová Agentura České Republiky; Univerzita Karlova v Praze","keywords":"Fertility; Reproductive health; Fecundity; Hair shaft; Black women; Natural fertility; Czech; Sexual difference","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":[0.0002755674,0.0001102872,0.0001620212,0.0004886749,0.0002211609,0.0004085904,0.0001534672,0.0001896111,0.00354708],"category_scores_gemma":[0.000666391,0.00009990841,0.0003308122,0.0003943991,0.0002605804,0.0002000947,0.0003456527,0.0001735291,0.0002896531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000162047,"about_ca_system_score_gemma":0.0001505473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005990733,"about_ca_topic_score_gemma":0.006435129,"domain_scores_codex":[0.9998143,0.0000379848,0.00001331895,0.00005075449,0.0000219102,0.00006162208],"domain_scores_gemma":[0.9996986,0.00005285059,0.0001079211,0.00002208884,0.00003082116,0.00008761587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008236516,0.000008778782,0.9982396,0.000006963974,0.00002468164,0.00002249167,0.0001489621,0.00001345525,0.0005484014,0.00002088313,0.00004011915,0.0008432676],"study_design_scores_gemma":[0.000001558883,0.00002477911,0.9994482,0.000002519909,0.000006039405,0.00004577094,0.0003094981,0.00003039007,0.000045255,0.00001100891,0.00007361284,0.000001254557],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995124,0.00007938769,0.00003142119,0.00001327403,0.000002099006,0.000002431984,0.0001506121,7.988718e-7,0.0002074649],"genre_scores_gemma":[0.9997961,0.00001598949,0.00001459994,0.000005502145,9.528734e-7,0.000001172447,0.00006589884,5.180124e-7,0.00009924857],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005990733,"threshold_uncertainty_score":0.01191175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062043838498091,"score_gpt":0.22820647868154,"score_spread":0.2175860402965591,"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."}}