{"id":"W7162029558","doi":"10.82308/20512","title":"Predictors of failed medical management in women with early pregnancy loss","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Reproductive Health and Contraception","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pregnancy; Misoprostol; Curettage; Gestational age; Logistic regression; Early Pregnancy Loss; Retrospective cohort study; Population; Cohort study","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001416491,0.0001590454,0.0003067617,0.0009021548,0.000292924,0.0006443046,0.0004341406,0.0004983864,0.002204887],"category_scores_gemma":[0.01244193,0.0001984572,0.0003717515,0.0009590289,0.000270318,0.0004416881,0.0004982777,0.0009113424,0.0002123189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002944935,"about_ca_system_score_gemma":0.0005213333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001636389,"about_ca_topic_score_gemma":0.001556844,"domain_scores_codex":[0.999283,0.0002244353,0.0001268619,0.0000787018,0.000180243,0.0001067298],"domain_scores_gemma":[0.9915883,0.003572783,0.003908222,0.0001964989,0.0002890133,0.0004451177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008701193,0.00001803768,0.9979833,0.00002258734,0.00001653615,0.00008403652,0.00005269675,0.00002813631,0.00002878322,0.00001243216,0.00006667856,0.001599848],"study_design_scores_gemma":[0.000006315818,0.0001673198,0.9980982,0.00007325482,0.00003200501,0.0006790666,0.0002564901,0.0003289917,0.00004516319,0.00004113245,0.0002679506,0.000004004311],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962187,0.002297861,0.0001114269,0.0004188608,0.00001356787,0.00001756052,0.0002655129,0.000004775914,0.0006516983],"genre_scores_gemma":[0.9990498,0.0005229536,0.00009693377,0.00003668924,0.00002020735,0.00001475729,0.0001670781,0.000001567743,0.00008996238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002204887,"threshold_uncertainty_score":0.007491231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0104516664900738,"score_gpt":0.2982781341776911,"score_spread":0.2878264676876173,"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."}}