{"id":"W4384573884","doi":"10.59697/jsik.v6i2.186","title":"Jaringan Syaraf Tiruan Untuk Memprediksi Pasien Rawat Inap Menggunakan Metode Backpropagation (Studi Kasus : Rsud DR. RM. Djoelham Binjai)","year":2022,"lang":"id","type":"article","venue":"Jurnal Sistem Informasi Kaputama (JSIK)","topic":"Computer Science and Engineering","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kootenay Association for Science & Technology","funders":"","keywords":"Gynecology; Medicine; Physics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.003466986,0.001339545,0.001383606,0.001216241,0.003095187,0.002414948,0.005313215,0.000336423,0.0001423689],"category_scores_gemma":[0.0001315352,0.001379005,0.0008321726,0.004348057,0.0002659747,0.004699882,0.005797445,0.002269837,0.0002695287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001900179,"about_ca_system_score_gemma":0.001038974,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001372156,"about_ca_topic_score_gemma":0.00006260041,"domain_scores_codex":[0.9890956,0.0004116554,0.00257874,0.001706126,0.0035797,0.002628174],"domain_scores_gemma":[0.9946962,0.0003173579,0.001235475,0.002115792,0.0005097807,0.001125401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006156072,0.002112183,0.01005379,0.002226645,0.002051447,0.001835859,0.07873723,0.3716392,0.006907753,0.04647474,0.02147576,0.4558698],"study_design_scores_gemma":[0.002623661,0.001979002,0.01221312,0.0003281773,0.0001864478,0.001085061,0.00150905,0.4977608,0.002912452,0.0002408797,0.4768114,0.002349925],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6692466,0.004214346,0.1951091,0.01323986,0.03993734,0.005018292,0.0001023005,0.003426404,0.06970581],"genre_scores_gemma":[0.9847257,0.0001841653,0.002917067,0.001188263,0.001453689,0.0002416256,0.00007156874,0.0001236784,0.009094219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4553357,"threshold_uncertainty_score":0.9999356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01639709592389417,"score_gpt":0.2215162930753951,"score_spread":0.2051191971515009,"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."}}