{"id":"W4416614003","doi":"10.30872/q3cqse94","title":"Hubungan antara Intensitas Kontak Fisik dan Kecepatan Penularan Kutu Kepala (&lt;i&gt;Pediculus humanus capitis&lt;/i&gt;)","year":2025,"lang":"","type":"article","venue":"Prosiding Seminar Nasional Biologi","topic":"Dermatological diseases and infestations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Head and neck surgery","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009870075,0.001331942,0.001875564,0.0007362982,0.001848417,0.0002862505,0.001030892,0.00111261,0.0004725258],"category_scores_gemma":[0.003416036,0.001113006,0.0009978308,0.001434813,0.001475619,0.0004291061,0.001000008,0.001305134,0.0006163904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000653274,"about_ca_system_score_gemma":0.0008788907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005636452,"about_ca_topic_score_gemma":0.00005086191,"domain_scores_codex":[0.9922819,0.0006149982,0.002065899,0.002105636,0.000986991,0.001944647],"domain_scores_gemma":[0.9947967,0.001225455,0.0006874578,0.001261008,0.001038541,0.0009908361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001721402,0.003485554,0.04129493,0.001458597,0.001202278,0.003216362,0.001003062,0.00002979138,0.709611,0.05199618,0.1710469,0.01393397],"study_design_scores_gemma":[0.0107218,0.00731549,0.4485588,0.01400828,0.005185466,0.002375615,0.003456732,0.004199316,0.1069511,0.009279674,0.3831562,0.004791548],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9293562,0.04808683,0.0003010626,0.00821087,0.003033038,0.002736969,0.001191609,0.0005393893,0.006544],"genre_scores_gemma":[0.9776926,0.007416397,0.000623278,0.004962998,0.0006001725,0.0003303672,0.002611095,0.00008638288,0.00567669],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6026599,"threshold_uncertainty_score":0.9999432,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814338368581471,"score_gpt":0.2830131008967813,"score_spread":0.2648697172109666,"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."}}