{"id":"W4246114185","doi":"10.1002/14651858.cd003766.pub2","title":"Continuous support for women during childbirth","year":2007,"lang":"en","type":"review","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":276,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Childbirth; Medicine; Randomized controlled trial; Pregnancy; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.02573907,0.002193341,0.03116162,0.001253837,0.0001880073,0.0001138267,0.002542774,0.0005095949,0.0007137234],"category_scores_gemma":[0.009135893,0.001506107,0.003639883,0.001496107,0.0002216281,0.000411384,0.0004386552,0.0006483474,0.009250049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008597777,"about_ca_system_score_gemma":0.0005289182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006776992,"about_ca_topic_score_gemma":0.000006511657,"domain_scores_codex":[0.9791035,0.002441104,0.01360739,0.001661415,0.001479679,0.00170689],"domain_scores_gemma":[0.9764805,0.002453792,0.01361708,0.006256489,0.0005636237,0.000628478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002343016,0.0001930544,3.060221e-7,0.9777151,0.0006948347,0.00006125864,0.0001674576,4.317727e-8,0.00000803839,0.0001469106,0.004132086,0.01685748],"study_design_scores_gemma":[0.0005240926,0.00006904589,9.653786e-8,0.5238747,0.002990662,0.0005710124,0.00004932696,7.614453e-7,0.000002809155,0.000001818792,0.4712116,0.0007041126],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002168385,0.9350582,0.0002837556,8.388602e-7,0.0005461649,0.05014048,0.01259682,0.0001750501,0.001196493],"genre_scores_gemma":[4.319098e-7,0.9690516,0.001615096,0.00001685043,0.0004482076,0.0181599,0.007131562,0.0006795136,0.00289683],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4670795,"threshold_uncertainty_score":0.9992106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1222597576741838,"score_gpt":0.3997880079726004,"score_spread":0.2775282502984167,"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."}}