{"id":"W2400429605","doi":"10.1097/ede.0000000000000212","title":"Commentary","year":2014,"lang":"en","type":"letter","venue":"Epidemiology","topic":"Pregnancy and preeclampsia studies","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007944438,0.0002793661,0.001395341,0.00008128286,0.00007142992,0.000001051555,0.0001504554,0.00107503,0.000332704],"category_scores_gemma":[0.001055294,0.0002149675,0.0002619027,0.0000391374,0.000251326,0.00001197818,0.0001020225,0.002225526,0.0004243565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004827481,"about_ca_system_score_gemma":0.00002221744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007478087,"about_ca_topic_score_gemma":0.000003381761,"domain_scores_codex":[0.9976654,0.00084738,0.0004779648,0.0004149041,0.00007558241,0.0005187491],"domain_scores_gemma":[0.9956186,0.003490639,0.0001954642,0.0006129987,0.00002728786,0.00005498563],"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":[0.00001934328,0.000007533204,0.02091625,0.0003012427,0.0002051619,0.000232922,0.00002161287,1.549324e-7,7.101543e-7,0.00008948856,0.9772733,0.0009322609],"study_design_scores_gemma":[0.0004222852,0.0001803218,0.002917166,0.0002325388,0.0002056408,0.0002462468,0.000001763448,0.00001271705,0.000002708532,0.004888409,0.9907129,0.0001772683],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00002272349,0.007349897,0.000341866,0.9652834,0.0007730116,0.000241353,0.00001448951,0.0001033812,0.02586987],"genre_scores_gemma":[0.0002626391,0.0004967852,0.001395955,0.9829934,0.01057674,0.00006234172,0.0008465585,0.00003528807,0.003330282],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02253959,"threshold_uncertainty_score":0.9668926,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09547281947181327,"score_gpt":0.3495588909543156,"score_spread":0.2540860714825024,"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."}}