{"id":"W4311993304","doi":"10.1136/bmjopen-2021-060593","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":"BMJ Open","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; Bill and Melinda Gates Foundation","keywords":"Medicine; Psychological intervention; Preparedness; Cluster randomised controlled trial; Community engagement; Family medicine; Public health; Community health; Eclampsia; Attendance; Pregnancy; Environmental health; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[0.01257569,0.00139755,0.003001758,0.0009231621,0.001057886,0.001651657,0.001726997,0.001539099,0.00567267],"category_scores_gemma":[0.01350744,0.0007494472,0.003601614,0.001181306,0.001415066,0.001330155,0.002306063,0.002290348,0.0004184343],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002964169,"about_ca_system_score_gemma":0.008684122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00618805,"about_ca_topic_score_gemma":0.008660919,"domain_scores_codex":[0.9894224,0.007479036,0.0007908054,0.0005729332,0.0008250506,0.0009097924],"domain_scores_gemma":[0.9916944,0.003565026,0.001503091,0.0007391257,0.000899724,0.001598667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6223686,0.05580618,0.008721226,0.03497928,0.01005444,0.0004222765,0.004927349,0.002199962,0.002040772,0.001483642,0.004089574,0.2529067],"study_design_scores_gemma":[0.6525702,0.2969635,0.02903722,0.004626255,0.00801445,0.0001324137,0.001945189,0.001295432,0.000864738,0.0007904797,0.003586137,0.0001738687],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9042014,0.007302186,0.00256263,0.001723846,0.0004619752,0.07727908,0.002282613,0.0002679098,0.003918398],"genre_scores_gemma":[0.8710879,0.004274999,0.01066101,0.001190365,0.000317572,0.1100475,0.0008846876,0.00004145694,0.001494554],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01257569,"threshold_uncertainty_score":0.0665074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4790362094013432,"score_gpt":0.5617935716301985,"score_spread":0.08275736222885527,"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."}}