{"id":"W4240221132","doi":"10.1111/birt.12047","title":"The University of British Columbia","year":2013,"lang":"en","type":"letter","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Child and Family Research Institute; Children's & Women's Health Centre of British Columbia; University of British Columbia","funders":"","keywords":"Unavailability; sort; Vaginal birth; Parity (physics); Obstetrics; Medicine; Pregnancy; Statistics; Computer science; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005006038,0.0004967213,0.0006420498,0.0009214595,0.00443347,0.003027212,0.001152921,0.003470391,0.3209836],"category_scores_gemma":[0.004752858,0.000279735,0.0002725254,0.0009302811,0.0008672035,0.0007916568,0.001090916,0.00365839,0.08230282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009450616,"about_ca_system_score_gemma":0.01364199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.303962,"about_ca_topic_score_gemma":0.5299644,"domain_scores_codex":[0.9990603,0.0001398158,0.00004824251,0.0002061507,0.0003174416,0.0002280738],"domain_scores_gemma":[0.9975178,0.0003932641,0.00009259288,0.0001420297,0.001071958,0.0007822974],"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":[0.00009461214,0.00004359022,0.001668289,0.0002460093,0.00001168917,0.001815208,0.0002076953,0.00007773807,0.0002542405,0.006032631,0.8804998,0.1090485],"study_design_scores_gemma":[0.00002167611,0.00001541637,0.00326555,0.0004920281,0.000006690541,0.0009087471,0.0002658525,0.00008551854,0.0001050613,0.001208686,0.9936044,0.00002050864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005249148,0.03383237,0.0004318241,0.1391392,0.01037954,0.00009418481,0.00286091,0.0002700542,0.8077427],"genre_scores_gemma":[0.02002642,0.01085847,0.0003642006,0.01974455,0.0005910245,0.00006258149,0.0004536147,0.00008116886,0.947818],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6790164,"threshold_uncertainty_score":0.9685345,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01720457941264287,"score_gpt":0.2401501370344393,"score_spread":0.2229455576217964,"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."}}