{"id":"W4296410429","doi":"10.1089/whr.2021.0141","title":"Spin in Randomized Controlled Trials in Obstetrics and Gynecology: A Systematic Review","year":2022,"lang":"en","type":"review","venue":"Women s Health Reports","topic":"Meta-analysis and systematic reviews","field":"Decision Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; McGill University Health Centre; University of Ottawa","funders":"","keywords":"Obstetrics and gynaecology; Randomized controlled trial; Medicine; Obstetrics; Meta-analysis; Data extraction; Psychological intervention; Relative risk; MEDLINE; Gynecology; Confidence interval; Pregnancy; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","metaepi_broad"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2013035,0.002796962,0.01740154,0.01952867,0.001953122,0.009887055,0.003388482,0.005745336,0.004074499],"category_scores_gemma":[0.5219533,0.003059181,0.01644269,0.01720328,0.004443751,0.01049182,0.003918461,0.003910137,0.0006293899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009243963,"about_ca_system_score_gemma":0.02641862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002785143,"about_ca_topic_score_gemma":0.008745922,"domain_scores_codex":[0.6271196,0.2044369,0.1164804,0.009814796,0.04044168,0.001706638],"domain_scores_gemma":[0.2552722,0.6085654,0.104342,0.009426641,0.02103017,0.001363648],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0004380547,0.00002611315,0.002018965,0.9437614,0.02646697,0.0000805099,0.0002937612,0.0001151974,0.0001219316,0.0005521326,0.0007915671,0.02533347],"study_design_scores_gemma":[0.0009037261,0.0002895581,0.003014804,0.8908313,0.09584181,0.0003237863,0.0002809871,0.0003314808,0.0002524323,0.001470672,0.006401265,0.00005834574],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00206217,0.9895902,0.002062291,0.001394453,0.0006215431,0.003449856,0.0003264394,0.0000386688,0.0004543262],"genre_scores_gemma":[0.08572089,0.8643761,0.02469775,0.005422654,0.001396209,0.01736616,0.0006546482,0.00005967975,0.0003059086],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9825985,"threshold_uncertainty_score":0.984935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7066144044005844,"score_gpt":0.5885095331155756,"score_spread":0.1181048712850088,"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."}}