{"id":"W2314960683","doi":"10.1097/01.cot.0000435396.20204.77","title":"Study","year":2013,"lang":"en","type":"article","venue":"Oncology Times","topic":"Reproductive Biology and Fertility","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Infertility; Medicine; Fertility; Pregnancy; Reproductive endocrinology and infertility; Family medicine; Gynecology; Obstetrics; Demography; Population; Environmental health","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001785443,0.00005739582,0.0001880295,0.0000260952,0.00003947635,0.000001926049,0.00004105092,0.00008795327,0.003491771],"category_scores_gemma":[0.0001334448,0.00003929146,0.00002954058,0.00004741667,0.0001215156,0.00003376977,0.00002887481,0.0001211761,0.002227084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003433709,"about_ca_system_score_gemma":0.00005901103,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003509169,"about_ca_topic_score_gemma":0.000002919576,"domain_scores_codex":[0.9994457,0.00008585675,0.0001053667,0.0002077266,0.00003825489,0.0001170303],"domain_scores_gemma":[0.9995559,0.00004697553,0.00002426963,0.0002493922,0.00007258177,0.0000508522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005677451,0.002083273,0.8840598,0.000005247387,0.0001552011,0.0000628761,0.0006497054,9.383142e-8,0.00465306,0.00009428905,0.07364298,0.03402569],"study_design_scores_gemma":[0.0006191107,0.001716849,0.9652938,0.000001146481,0.00003483148,0.00004790453,0.0005108222,0.000002456656,0.0004739678,0.0004965743,0.03076572,0.00003682397],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8207566,0.0001111939,0.000004036078,0.002916629,0.000136299,0.0004916845,2.16608e-7,0.00004320828,0.1755401],"genre_scores_gemma":[0.9704913,0.000002909444,0.0002847759,0.0005160396,0.0001317577,0.0000757379,0.000002599013,0.000003898811,0.02849093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1497348,"threshold_uncertainty_score":0.9985498,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313057261831534,"score_gpt":0.3440164871473472,"score_spread":0.3108859145290319,"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."}}