{"id":"W2020110045","doi":"10.7453/gahmj.2014.027","title":"A Summary of a Cochrane Review: Acupuncture for Induction of Labor","year":2014,"lang":"en","type":"review","venue":"Global Advances in Health and Medicine","topic":"Medical Malpractice and Liability Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"National Center for Complementary and Integrative Health; National Institutes of Health","keywords":"Acupuncture; Induction of labor; Medicine; Cochrane collaboration; Systematic review; Alternative medicine; MEDLINE; Cochrane Library; Pregnancy; Pathology; Biology","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":[],"consensus_categories":[],"category_scores_codex":[0.004114734,0.002506199,0.007079431,0.008689193,0.00079723,0.002501757,0.001537476,0.002386638,0.00815324],"category_scores_gemma":[0.02039883,0.001216451,0.006361448,0.01102693,0.0006758796,0.002556439,0.00144975,0.002161904,0.0009673568],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003792138,"about_ca_system_score_gemma":0.007317796,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008134233,"about_ca_topic_score_gemma":0.02624471,"domain_scores_codex":[0.9968604,0.0012135,0.0009115617,0.0002106726,0.0006612964,0.0001425737],"domain_scores_gemma":[0.993364,0.004224763,0.001096799,0.00007811142,0.001118446,0.000117886],"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":[0.0003543104,0.00001958403,0.0001943077,0.9263765,0.002496588,0.0001509174,0.0001188668,0.000148938,0.0002933673,0.0004682335,0.00786717,0.06151114],"study_design_scores_gemma":[0.0004502966,0.0003355869,0.002917481,0.8802925,0.03317731,0.0008859054,0.0002455344,0.0001334614,0.0002782946,0.0007354027,0.08049104,0.00005715309],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002409704,0.9982475,0.0001111446,0.0002690594,0.0002389522,0.0003442635,0.0001925134,0.000008783608,0.0003467743],"genre_scores_gemma":[0.002529927,0.9952654,0.0007202901,0.0004449261,0.00009938282,0.0005247747,0.0001483881,0.00000350155,0.0002633655],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008689193,"threshold_uncertainty_score":0.02751398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07960936285348286,"score_gpt":0.5658478982407276,"score_spread":0.4862385353872447,"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."}}