{"id":"W3183884661","doi":"10.26630/jpk.v1i1.27","title":"Deteksi Dini Melalui Pemeriksaan Sputum Pada Anggota Keluarga dan Pemeriksaan Rumah Penderita Tuberkulosis","year":2020,"lang":"id","type":"article","venue":"Jurnal Pengabdian Kesehatan Beguai Jejama","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Medicine; Sputum; Traditional medicine; Pathology; Tuberculosis","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":[0.00122968,0.000494877,0.0006871167,0.0009427987,0.001212118,0.002562357,0.0005059902,0.0009897004,0.01564254],"category_scores_gemma":[0.002317942,0.000370287,0.0007400967,0.0006725105,0.0006651648,0.001187268,0.001416165,0.001629037,0.003344819],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204129,"about_ca_system_score_gemma":0.002054964,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007821663,"about_ca_topic_score_gemma":0.01273488,"domain_scores_codex":[0.9987949,0.0003631544,0.0001028148,0.0001979338,0.000330479,0.0002105273],"domain_scores_gemma":[0.9986157,0.0004522582,0.0002575575,0.00008229881,0.0003932642,0.0001988023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001673395,0.001008822,0.2454592,0.005184405,0.0004328232,0.00775632,0.006636946,0.0004977572,0.03584799,0.005496536,0.04261112,0.6473947],"study_design_scores_gemma":[0.0002045265,0.001998763,0.3678006,0.005366716,0.0008394787,0.02406948,0.01952849,0.001375456,0.02804485,0.006417678,0.5441517,0.0002022874],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6523002,0.1252729,0.01475361,0.02726215,0.002778206,0.0009495192,0.005353433,0.0009479012,0.1703821],"genre_scores_gemma":[0.8949623,0.03334077,0.009392392,0.005218331,0.0006772581,0.0003980457,0.002447311,0.0001692454,0.05339444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01564254,"threshold_uncertainty_score":0.05232954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04139160107075979,"score_gpt":0.2858581728465232,"score_spread":0.2444665717757634,"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."}}