{"id":"W6901729701","doi":"10.60692/gqx27-qq885","title":"Community engagement for birth preparedness and complication readiness in the Community Level Interventions for Pre-eclampsia (CLIP) Trial in India: a mixed-method evaluation","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Psychological intervention; Attendance; Community engagement; Community health; Public health; Cluster randomised controlled trial; Preparedness; Pregnancy; Logistic regression","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":[0.00975915,0.001138425,0.002175332,0.0007308923,0.0008794839,0.001298475,0.001412863,0.001378553,0.006174757],"category_scores_gemma":[0.009492122,0.0006305388,0.003211104,0.0009456699,0.001052022,0.001029672,0.001785956,0.001955956,0.0004157759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002354498,"about_ca_system_score_gemma":0.006682183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00510309,"about_ca_topic_score_gemma":0.008151455,"domain_scores_codex":[0.9918321,0.005699671,0.0007189509,0.000406338,0.0005951185,0.0007478088],"domain_scores_gemma":[0.9944862,0.002347023,0.0009774981,0.0005486903,0.0006593352,0.0009813311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"qualitative","study_design_scores_codex":[0.5532876,0.07735419,0.009182162,0.03526128,0.01190349,0.0004178949,0.004852363,0.002473271,0.002813218,0.001845528,0.00392941,0.2966796],"study_design_scores_gemma":[0.6250731,0.3187973,0.03160657,0.004601046,0.008924593,0.0001439407,0.001931623,0.00132174,0.001423288,0.0010707,0.004949204,0.000156887],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9083174,0.007417348,0.002400463,0.00134573,0.0004376357,0.07386456,0.001855553,0.0002039495,0.004157192],"genre_scores_gemma":[0.8979,0.003123939,0.007527619,0.0008255831,0.0001912938,0.08820003,0.0006156371,0.00002495771,0.001591062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00975915,"threshold_uncertainty_score":0.0516119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2646778905364534,"score_gpt":0.4025810507361425,"score_spread":0.1379031601996892,"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."}}