{"id":"W2072762231","doi":"10.1371/journal.pone.0069865","title":"Implementation Fidelity of the National Malaria Control Program in Burkina Faso","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Malaria Research and Control","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Canadian Institutes of Health Research; Instituut voor Tropische Geneeskunde","keywords":"Malaria; Remuneration; Fidelity; Program evaluation; Distribution (mathematics); Environmental health; Medicine; Socioeconomics; Business; Geography; Political science; Computer science; Sociology; Mathematics; Public administration","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002981704,0.00005720548,0.000167045,0.0000538161,0.00002468439,0.00001425629,0.0000846211,0.00003763726,0.001373267],"category_scores_gemma":[0.0003238968,0.00003904483,0.00004495089,0.0001445554,0.00003982633,0.00006865534,0.00002353995,0.000145548,0.00003023188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006256351,"about_ca_system_score_gemma":0.0001388466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006051775,"about_ca_topic_score_gemma":0.0001206809,"domain_scores_codex":[0.9987671,0.00007890331,0.0002320682,0.0001092159,0.0006306813,0.0001820313],"domain_scores_gemma":[0.9993086,0.00006478303,0.00006340488,0.0001250176,0.0003793794,0.00005876728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000505251,0.005983117,0.5685487,0.0003624325,0.0006317688,0.000003077658,0.0001908602,0.000003555054,0.3962428,0.01007463,0.001707811,0.01574596],"study_design_scores_gemma":[0.004284611,0.0002391983,0.9828878,0.00005978905,0.00004977547,6.282485e-7,0.0000596355,0.003541882,0.007600473,0.001169596,0.00006561566,0.00004098319],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971765,0.00004069979,0.0000358245,0.02256558,0.00001098016,0.003216083,0.00002017644,0.00002088647,0.002324809],"genre_scores_gemma":[0.9980424,0.000004710809,0.000550492,0.0004589926,0.00006860286,0.0006253488,0.000014,0.000005678227,0.0002297607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4143391,"threshold_uncertainty_score":0.9995396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04069852623521607,"score_gpt":0.3216749728745092,"score_spread":0.2809764466392932,"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."}}