{"id":"W2022244823","doi":"10.1353/pbm.0.0119","title":"Birth Models that Work (review)","year":2009,"lang":"en","type":"article","venue":"Perspectives in biology and medicine","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Maternal mortality rate; Obstetrics and gynaecology; Mortality rate; Obstetrics; Vaginal birth; Section (typography); Birth rate; Demography; Wonder; Population; Pregnancy; Research methodology; Surgery; Psychology; Health services; Sociology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002373346,0.00009916469,0.0003240002,0.0001034264,0.00003752023,7.095474e-7,0.00004330012,0.00006582252,0.0007080368],"category_scores_gemma":[0.000064993,0.00006330689,0.00003398185,0.0001349262,0.0001956702,0.00003216379,0.00001373116,0.0001958749,0.000006455256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000334041,"about_ca_system_score_gemma":0.00001367782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007699037,"about_ca_topic_score_gemma":0.00000701033,"domain_scores_codex":[0.9993384,0.0000426626,0.0001810999,0.0002099293,0.00005266656,0.0001751979],"domain_scores_gemma":[0.9996665,0.00003667356,0.00003934661,0.0001177607,0.00003468088,0.0001050412],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.002124996,0.001133614,0.179172,0.004938845,0.00013303,0.0003157402,0.009650363,0.000001648635,0.0008503408,0.4629594,0.009646275,0.3290737],"study_design_scores_gemma":[0.002981726,0.002796304,0.8485405,0.008162327,0.00005066732,0.0004513876,0.001645178,0.00009490248,0.000049985,0.08939763,0.04561559,0.0002137574],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.3824053,0.4953011,0.0003988182,0.07886901,0.0002752414,0.0005846133,0.00001174176,0.00006702956,0.04208716],"genre_scores_gemma":[0.916185,0.07634065,0.0001526199,0.004065271,0.0001358556,0.00001130852,0.000007311642,0.000003375018,0.003098576],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6693685,"threshold_uncertainty_score":0.7752507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07280218666482303,"score_gpt":0.4286762659000101,"score_spread":0.355874079235187,"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."}}