{"id":"W4402852285","doi":"10.1111/jmwh.13693","title":"Systematic Reviews to Inform Practice, September/October 2024","year":2024,"lang":"en","type":"article","venue":"Journal of Midwifery & Women s Health","topic":"Maternal and Perinatal Health Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03973523,0.002061491,0.008123406,0.02084999,0.001164572,0.01219811,0.004347628,0.006562773,0.1279524],"category_scores_gemma":[0.1928167,0.002822399,0.006237427,0.01221977,0.001525624,0.007415849,0.005765675,0.005542687,0.0226544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005981773,"about_ca_system_score_gemma":0.03080859,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007058633,"about_ca_topic_score_gemma":0.01644484,"domain_scores_codex":[0.9557318,0.02066829,0.01350897,0.001787863,0.007571165,0.0007320322],"domain_scores_gemma":[0.89091,0.06980395,0.01292404,0.004260644,0.01982549,0.002275899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002842683,0.00008368331,0.000639179,0.349564,0.00438798,0.0001579236,0.000401966,0.0002249485,0.0002184992,0.006866996,0.3056983,0.3314723],"study_design_scores_gemma":[0.0006015116,0.0001026892,0.001067982,0.6060921,0.002276263,0.0002229863,0.0001883043,0.0001984373,0.00009504733,0.004765301,0.3843347,0.00005471022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.0005284947,0.8713863,0.003643,0.03525495,0.02533937,0.007092637,0.01957295,0.0006744541,0.03650784],"genre_scores_gemma":[0.0108917,0.8923372,0.02990933,0.02130907,0.009615608,0.00988431,0.0138504,0.00039767,0.01180464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1279524,"threshold_uncertainty_score":0.4280435,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05739572344957275,"score_gpt":0.437211049293632,"score_spread":0.3798153258440593,"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."}}