{"id":"W4383955876","doi":"10.37859/jp.v13i2.4321","title":"FAKTOR YANG BERHUBUNGAN DENGAN KETEPATAN PELAKSANAAN TRIASE MODERN CANADIAN TRIAGE ACQUITY SYSTEM (CTAS)","year":2023,"lang":"en","type":"article","venue":"Photon Jurnal Sain dan Kesehatan","topic":"Healthcare Quality and Satisfaction","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triage; Workload; Medicine; Nursing; Competence (human resources); Medical emergency; Psychology; Computer science; Social psychology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007440216,0.0005572556,0.0009577693,0.0008966994,0.003840028,0.0001040818,0.0006708245,0.0007304634,0.0003586177],"category_scores_gemma":[0.001000006,0.0005505744,0.0003058013,0.001448536,0.0001075559,0.0005301199,0.0001814379,0.002263145,0.001121057],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003857532,"about_ca_system_score_gemma":0.002764259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3704133,"about_ca_topic_score_gemma":0.6714694,"domain_scores_codex":[0.9896547,0.004326668,0.001808934,0.0009096712,0.001023733,0.002276307],"domain_scores_gemma":[0.9941804,0.001330432,0.0006127947,0.001204943,0.0003087447,0.002362616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001136387,0.0001754374,0.8509487,0.004150417,0.0004079755,0.001901189,0.03440035,0.00004876785,0.005222631,0.00988729,0.01829711,0.07342377],"study_design_scores_gemma":[0.01009174,0.0008540307,0.754651,0.003288405,0.0003907125,0.0001685885,0.09715589,0.02822396,0.001224708,0.001994034,0.09919952,0.002757367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985627,0.0002136071,0.000165793,0.00191208,0.002778149,0.002501436,0.001694587,0.0009000177,0.004207306],"genre_scores_gemma":[0.9956707,0.0001307619,0.00009211824,0.000642641,0.001149452,0.0003098026,0.0007872399,0.0001393615,0.001077932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3010561,"threshold_uncertainty_score":0.9999665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.117450578251619,"score_gpt":0.4255763716442709,"score_spread":0.3081257933926518,"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."}}