{"id":"W2083043137","doi":"10.1111/j.1523-536x.2006.00146.x","title":"Evidence‐Based Strategies for Reducing Cesarean Section Rates: A Meta‐Analysis","year":2007,"lang":"en","type":"review","venue":"Birth","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":265,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"","keywords":"Medicine; Meta-analysis; Randomized controlled trial; MEDLINE; Audit; Psychological intervention; Cochrane Library; Relative risk; Obstetrics; Confidence interval; Surgery; Internal 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009883087,0.0003249802,0.002250324,0.0007108322,0.0001197559,0.00006844893,0.0001204354,0.0002212922,0.001848128],"category_scores_gemma":[0.00007219938,0.0002176996,0.003471035,0.0008203493,0.00003128469,0.0001229684,0.00001851705,0.0002716978,0.00003098256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000120405,"about_ca_system_score_gemma":0.0005295434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008109411,"about_ca_topic_score_gemma":0.0002004555,"domain_scores_codex":[0.9981214,0.0001396321,0.0007890231,0.0004190512,0.0002272864,0.0003035859],"domain_scores_gemma":[0.9984769,0.0004158432,0.0004007171,0.0003644791,0.0001759236,0.0001661931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001320811,0.0001469997,0.000005746669,0.4289449,0.05604395,0.00006077077,0.00004920842,0.00001874731,4.424676e-7,0.000380998,0.0004386055,0.5137775],"study_design_scores_gemma":[0.0001123124,0.0003168562,0.000009029906,0.0106028,0.1347566,0.00004659449,0.00002965492,0.000132605,0.00000324012,0.0000262001,0.8537978,0.0001662651],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000009029968,0.9888105,0.008819527,0.00008729225,0.0003012253,0.001163423,0.0003290144,0.00008167003,0.0003983144],"genre_scores_gemma":[0.0003086792,0.9864922,0.0009901751,0.000117401,0.0005028029,0.0004972949,0.0002449272,0.00004041567,0.01080612],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8533592,"threshold_uncertainty_score":0.9990643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4866575258129004,"score_gpt":0.5133890765142322,"score_spread":0.02673155070133171,"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."}}