{"id":"W2230476180","doi":"","title":"Accuracy of primary health care statistics reported by community based lady health workers in district Lahore.","year":2010,"lang":"en","type":"article","venue":"PubMed","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Audit; Quarter (Canadian coin); Health care; Community health; Health facility; Family medicine; Primary health care; Environmental health; Descriptive statistics; Stratified sampling; Nursing; Public health; Population; Health services; Statistics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.008642572,0.0002641111,0.0003680963,0.002951885,0.0004485253,0.001141101,0.0007443758,0.0003664405,0.001134506],"category_scores_gemma":[0.03135584,0.0003661546,0.0002594334,0.002208318,0.0006279423,0.0005947072,0.000992501,0.0003075389,0.0004951358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105154,"about_ca_system_score_gemma":0.00114241,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0291659,"about_ca_topic_score_gemma":0.02711928,"domain_scores_codex":[0.9896758,0.004544624,0.001887511,0.0009478925,0.002309046,0.0006350226],"domain_scores_gemma":[0.9543435,0.01420905,0.01976454,0.0029179,0.007838462,0.000926593],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007509442,0.00001529664,0.9901799,0.000110442,0.00003104177,0.00004539551,0.001171079,0.00008001677,0.0002422721,0.00001195311,0.0003970624,0.007640396],"study_design_scores_gemma":[0.000005627685,0.0001466277,0.9961034,0.00007900864,0.00001462018,0.0001569495,0.00225725,0.0002681271,0.0002414482,0.00001057732,0.0007059281,0.0000104857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951373,0.000788611,0.00034809,0.0003296876,0.0000283508,0.00004258806,0.00216318,0.00005733386,0.001104863],"genre_scores_gemma":[0.9977698,0.0002908935,0.0004549938,0.00005262803,0.00001836765,0.000032794,0.00109627,0.000004100198,0.0002802307],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0291659,"threshold_uncertainty_score":0.05799228,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02791072838402056,"score_gpt":0.3003354485211345,"score_spread":0.2724247201371139,"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."}}