{"id":"W7125949879","doi":"10.5281/zenodo.18402678","title":"Knowledge, Attitude, and Practice of Basic Life Support (BLS) among the Students of Quest International University: A Cross-Sectional Study from Ipoh, Perak, Malaysia","year":2025,"lang":"","type":"article","venue":"Open MIND","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Quest University Canada","funders":"","keywords":"Basic life support; Ethnic group; Nationality; Intervention (counseling); Descriptive research; Computer-assisted web interviewing; Life Support Care","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":[0.0009183104,0.0002400263,0.0003815332,0.001070074,0.000711608,0.0008860657,0.0003230183,0.0006189316,0.002230732],"category_scores_gemma":[0.001512738,0.0004185752,0.0003676686,0.0008533018,0.0003415875,0.0007655643,0.000596898,0.0007138154,0.0004779891],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004719305,"about_ca_system_score_gemma":0.0007212987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004662604,"about_ca_topic_score_gemma":0.007509667,"domain_scores_codex":[0.9995751,0.00007259237,0.00006260515,0.00005296485,0.000130242,0.0001065226],"domain_scores_gemma":[0.9988438,0.000197361,0.0003982209,0.00003511438,0.0001866776,0.0003387737],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003259525,0.000381056,0.9941338,0.00005449788,0.00001939347,0.0001214787,0.002716404,0.00001533075,0.0002354143,0.00001844736,0.0001294908,0.002142163],"study_design_scores_gemma":[0.00000531348,0.0005959616,0.9886109,0.00004854841,0.00001935557,0.0003681067,0.00971199,0.0001402111,0.0001104842,0.00001584954,0.0003632625,0.000009979615],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994993,0.00005519364,0.00001584783,0.00004041794,0.000002158008,0.00001394185,0.00009368066,7.019858e-7,0.000278763],"genre_scores_gemma":[0.9994287,0.0001097902,0.00005088474,0.00005020302,0.000003359633,0.0000188151,0.00008122955,5.516852e-7,0.0002565234],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004662604,"threshold_uncertainty_score":0.009270906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02877166643746107,"score_gpt":0.3881388965712285,"score_spread":0.3593672301337675,"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."}}