{"id":"W4412354008","doi":"10.1101/2025.07.08.25331096","title":"Assessing the acceptability and feasibility of proactive community case management: A qualitative study in Chadiza District, Zambia","year":2025,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Programs for Assessment of Technology in Health Research Institute","funders":"","keywords":"Qualitative research; Environmental planning; Business; Environmental resource management; Economic growth; Geography; Economics; Sociology; Social science","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":[0.02152357,0.0004648706,0.0006600554,0.001423877,0.00937272,0.003110945,0.001815753,0.001100396,0.002020236],"category_scores_gemma":[0.02689538,0.0008431339,0.0003255463,0.001120956,0.007457389,0.00205228,0.003526192,0.002110405,0.0001378514],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007518305,"about_ca_system_score_gemma":0.006540752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03613691,"about_ca_topic_score_gemma":0.04328861,"domain_scores_codex":[0.9863912,0.01045281,0.0003719731,0.000424268,0.0006459414,0.001713868],"domain_scores_gemma":[0.9823058,0.0129394,0.00176804,0.0003896775,0.00123681,0.001360148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002987006,0.00006050537,0.005949494,0.0001559875,0.00000493239,0.0005365846,0.9889792,0.00002681524,0.001106199,0.0003314322,0.0001445361,0.002674383],"study_design_scores_gemma":[0.000006273472,0.00007792046,0.007411288,0.0001942045,0.000005520382,0.0001209909,0.9893812,0.00009732045,0.0002084611,0.00007253212,0.002413063,0.00001125465],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972338,0.0002708031,0.0004548439,0.001034297,0.00001146436,0.0002022267,0.0000322549,0.000003790123,0.0007567091],"genre_scores_gemma":[0.9981527,0.0003266841,0.0005972292,0.0002783237,0.000006251728,0.0002815877,0.00002139004,0.000004259927,0.0003315108],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03613691,"threshold_uncertainty_score":0.1138288,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1928443107084264,"score_gpt":0.5765653148014841,"score_spread":0.3837210040930576,"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."}}