{"id":"W2954561849","doi":"10.14740/jcgo.v0i0.540","title":"Tendency Prediction for Atonic Bleeding Following a Problem-Free Pregnancy","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Gynecology and Obstetrics","topic":"Ectopic Pregnancy Diagnosis and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Obstetrics; Pregnancy; Confidence interval; Blood loss; Incidence (geometry); In vitro fertilisation; Gynecology; Surgery; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.001002789,0.0002662176,0.0002476916,0.0009580394,0.0001811429,0.0004383217,0.000300727,0.0003425422,0.001445057],"category_scores_gemma":[0.006187879,0.0001334844,0.0004318834,0.0005786921,0.0002633445,0.000235904,0.0003223999,0.000583152,0.0001519861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001980896,"about_ca_system_score_gemma":0.0002571665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009408201,"about_ca_topic_score_gemma":0.0007107286,"domain_scores_codex":[0.9995601,0.0001320125,0.00006162451,0.00007847379,0.0001131158,0.00005471216],"domain_scores_gemma":[0.994424,0.002284618,0.002271737,0.0002052888,0.0003047063,0.0005096359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006377036,0.000009229027,0.9989497,0.00000344455,0.00001584277,0.00003512393,0.00001086135,0.00003832201,0.00004438497,0.000005538296,0.00002622562,0.0007976615],"study_design_scores_gemma":[0.000006686243,0.00009515895,0.9980538,0.000006464325,0.00003533523,0.0006123374,0.0000508903,0.0009672042,0.00006769901,0.00004316343,0.00005833805,0.000002960973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992079,0.0002725636,0.0001636162,0.00004472092,0.000007086169,0.000006105556,0.00006935039,0.000004832808,0.0002237819],"genre_scores_gemma":[0.9996656,0.00005463367,0.000142223,0.000005832239,0.000007305897,0.000002216182,0.00009117834,8.179451e-7,0.00003014104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001445057,"threshold_uncertainty_score":0.005303323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04570882365822537,"score_gpt":0.3570745570614696,"score_spread":0.3113657334032442,"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."}}