{"id":"W3195306763","doi":"10.1093/hropen/hoab031","title":"The International Fertility Education Initiative: research and action to improve fertility awareness","year":2021,"lang":"en","type":"article","venue":"Human Reproduction Open","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Commission","keywords":"Fertility; Action (physics); Political science; Psychology; Demography; Sociology; Population","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001518419,0.00007306014,0.0001195226,0.0000454296,0.0007299635,0.0002388656,0.0001759814,0.00004330313,0.0001290703],"category_scores_gemma":[0.0005371907,0.00005513329,0.00001965596,0.0001934004,0.00007869131,0.000167551,0.0003695975,0.0002589686,0.0000344878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002430238,"about_ca_system_score_gemma":0.0005060773,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001317008,"about_ca_topic_score_gemma":0.0004726998,"domain_scores_codex":[0.9985169,0.0001481617,0.0002281887,0.00057666,0.0003621053,0.000168017],"domain_scores_gemma":[0.9979901,0.00002865512,0.00005099021,0.0005784606,0.00122777,0.0001240424],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004257118,0.002937274,0.5021659,0.0005255231,0.0002049837,0.00001705649,0.002490868,0.000003382359,0.1099695,0.01138906,0.03595838,0.330081],"study_design_scores_gemma":[0.0002667404,0.000126871,0.9030705,0.00005078081,0.000006658715,0.00002667904,0.001192207,0.000003103535,0.02183193,0.00721847,0.06615627,0.00004981173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9589258,0.0001321382,0.000007782621,0.03003288,0.001022657,0.0006945984,0.000004946547,0.00002171425,0.009157457],"genre_scores_gemma":[0.9842875,0.00005250411,0.00008268857,0.0006911291,0.000460774,0.0001035614,0.00003922439,0.00000741554,0.01427522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4009046,"threshold_uncertainty_score":0.5614363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2143301812271164,"score_gpt":0.4968923511322782,"score_spread":0.2825621699051618,"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."}}