{"id":"W2799436700","doi":"10.24293/ijcpml.v17i1.1048","title":"PENGANGKAAN (KUANTIFIKASI) PERIKSAAN PULASAN GRAM DI BERBAGAI JENIS BAHAN PEMERIKSAAN","year":2018,"lang":"en","type":"article","venue":"INDONESIAN JOURNAL OF CLINICAL PATHOLOGY AND MEDICAL LABORATORY","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gram staining; Sputum; Medicine; Clinical microbiology; Gram-Positive Cocci; Microbiology; Staining; Clinical study; Gram; Pathology; Internal medicine; Bacteria; Biology; Antibiotics; Tuberculosis","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":[0.0005899747,0.000861134,0.0005300132,0.0007515886,0.001549288,0.002020123,0.0004979389,0.0007551958,0.02872392],"category_scores_gemma":[0.0006451719,0.0003306022,0.0003715265,0.0009272732,0.0007334093,0.001393147,0.001627741,0.001111577,0.009159131],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009386873,"about_ca_system_score_gemma":0.001798224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003688827,"about_ca_topic_score_gemma":0.007093929,"domain_scores_codex":[0.999611,0.00006478318,0.00003497928,0.0000782056,0.0001214407,0.00008965538],"domain_scores_gemma":[0.999779,0.00004168525,0.00003736257,0.00001659219,0.00007742649,0.00004792113],"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":[0.0008420782,0.0003895831,0.01555951,0.002454478,0.00008474247,0.004420027,0.003411653,0.0005666444,0.02842906,0.02072785,0.05746775,0.8656466],"study_design_scores_gemma":[0.00004867651,0.0002067393,0.02252875,0.0006459277,0.00009282932,0.004808987,0.003068935,0.0005109095,0.01257869,0.004767094,0.9506679,0.00007447856],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.328788,0.1544912,0.02283269,0.02047031,0.009287533,0.0004680299,0.003352084,0.00241179,0.4578983],"genre_scores_gemma":[0.6582558,0.0499332,0.04402999,0.003246166,0.0008774797,0.0002579583,0.002562816,0.0004635068,0.2403731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02872392,"threshold_uncertainty_score":0.09609109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02704799343516446,"score_gpt":0.3635602873983132,"score_spread":0.3365122939631487,"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."}}