{"id":"W4318911860","doi":"10.1016/j.jogc.2022.11.005","title":"Guideline No. 432a: Cervical Ripening and Induction of Labour – General Information","year":2023,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Research Manitoba","funders":"","keywords":"Medicine; Guideline; CINAHL; Grading (engineering); Observational study; Randomized controlled trial; MEDLINE; Systematic review; Cochrane Library; Health care; Grey literature; Family medicine; Specialty; Nursing; Psychological intervention; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":{"n_in":0,"stratum":"aff_core","weight":5595.2375,"opus":{"tier":"OUT","genre":"policy","about_ca":false,"confidence":"high","reason":"Clinical practice guideline on cervical ripening and induction of labour; the object is patient care, not research practice."},"gpt":{"tier":"OUT","genre":"policy","about_ca":false,"confidence":"high","reason":"This is a clinical guideline about cervical ripening and labour induction, not research practice."},"grok":{"tier":"OUT","genre":"policy","about_ca":false,"confidence":"high","reason":"Clinical practice guideline on labour induction, not research-policy analysis."}},"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006802626,0.0008484724,0.001700936,0.002592878,0.001451534,0.001768634,0.004839265,0.01258698,0.01337343],"category_scores_gemma":[0.02413601,0.0009519573,0.003194897,0.002297695,0.001168997,0.0009108855,0.001746331,0.006247686,0.009044987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0052793,"about_ca_system_score_gemma":0.02659541,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.146322,"about_ca_topic_score_gemma":0.2079493,"domain_scores_codex":[0.9899693,0.002112997,0.002091893,0.0003572193,0.004580933,0.0008876697],"domain_scores_gemma":[0.9795512,0.005054576,0.002111449,0.0005428191,0.01125078,0.00148912],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001086043,0.0001557563,0.001309574,0.002709545,0.00008081902,0.0003129068,0.0002051379,0.0005163496,0.0008899058,0.0036468,0.9389542,0.05111029],"study_design_scores_gemma":[0.0003035183,0.0001499265,0.01148942,0.01014937,0.0001951485,0.0005316964,0.0001835632,0.0003099527,0.0005737912,0.002307878,0.9737372,0.00006850691],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008921288,0.06189283,0.01434769,0.2697715,0.02299035,0.01160238,0.06390022,0.002205475,0.5443683],"genre_scores_gemma":[0.05230983,0.1117197,0.06707686,0.4379632,0.01033014,0.01662125,0.1005845,0.0006863336,0.2027082],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.146322,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185994537832821,"score_gpt":0.2861092734255602,"score_spread":0.2675098196422781,"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."}}