{"id":"W4401040786","doi":"10.1093/heapol/czae066","title":"Community case management to accelerate access to healthcare in Mali: a realist process evaluation nested within a cluster randomized trial","year":2024,"lang":"en","type":"article","venue":"Health Policy and Planning","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Johnson and Johnson Foundation; United States Agency for International Development","keywords":"Context (archaeology); Cluster randomised controlled trial; Nursing; Medicine; Health care; Randomized controlled trial; Intervention (counseling); Community health; Family medicine; Public health; Geography; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.04097721,0.002056194,0.002000783,0.001080282,0.001349478,0.001865346,0.002064408,0.002582629,0.003588284],"category_scores_gemma":[0.0405684,0.0008482857,0.002598778,0.00105015,0.00290521,0.002163042,0.002475983,0.002494297,0.0003658035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004111223,"about_ca_system_score_gemma":0.007785916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731845,"about_ca_topic_score_gemma":0.002548036,"domain_scores_codex":[0.9388866,0.05385402,0.0019922,0.001680086,0.001595691,0.001991401],"domain_scores_gemma":[0.9732434,0.01644631,0.004104619,0.002484163,0.001869368,0.001852003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.7428296,0.1291577,0.004858756,0.005749521,0.00282164,0.000183282,0.004338131,0.007527593,0.001871271,0.004616532,0.001465047,0.09458081],"study_design_scores_gemma":[0.6505294,0.3341577,0.003104335,0.0005322208,0.0009290703,0.00003042039,0.000805528,0.005578426,0.0009246767,0.001793488,0.001557858,0.00005688884],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754579,0.001353012,0.0083307,0.001209177,0.0005659244,0.1098836,0.0003158844,0.0001765016,0.002707299],"genre_scores_gemma":[0.8624365,0.0005801065,0.02397013,0.0006521516,0.0002443095,0.1110961,0.0001711822,0.00001934361,0.0008303327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04097721,"threshold_uncertainty_score":0.2167108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1711904043249163,"score_gpt":0.5111781281912833,"score_spread":0.339987723866367,"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."}}