{"id":"W4405138651","doi":"10.52609/jmlph.v4i4.139","title":"Effect of Video vs. Lecture/Demonstration in Improving Nursing Interns’ Knowledge and Skills Regarding External Ventricular Drain (EVD): A Quasi-Experimental Study","year":2024,"lang":"en","type":"article","venue":"The Journal of Medicine Law & Public Health","topic":"Public Health and Nutrition","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Competence (human resources); Medicine; Nursing; Medical education; Significant difference; Psychology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.004408292,0.0009440896,0.001334881,0.0007400855,0.0006881393,0.0007352225,0.001006408,0.0013434,0.005823167],"category_scores_gemma":[0.008577514,0.0006706736,0.0006504494,0.0003535552,0.001082567,0.0009109253,0.0007422288,0.001412558,0.0004148224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008396259,"about_ca_system_score_gemma":0.001363082,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009039475,"about_ca_topic_score_gemma":0.001174173,"domain_scores_codex":[0.9964098,0.001805851,0.0003205884,0.0006005613,0.0004165572,0.0004465892],"domain_scores_gemma":[0.9872649,0.008908291,0.001373858,0.000417165,0.0006365211,0.001399401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.189901,0.7017245,0.005426065,0.001545057,0.0002256843,0.000123383,0.00229128,0.0007857767,0.01754606,0.0003120545,0.0004904736,0.07962869],"study_design_scores_gemma":[0.03974932,0.9339541,0.01759702,0.00009754114,0.0002372316,0.00003112778,0.0005079624,0.0009447041,0.006024456,0.0001180384,0.0006967086,0.00004172294],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962761,0.00009520975,0.0003313147,0.00004389498,0.00006347668,0.002645267,0.00006608926,0.00001514501,0.0004635825],"genre_scores_gemma":[0.9780132,0.0002983006,0.007665893,0.00016077,0.0002003169,0.01201962,0.0001002276,0.000009564581,0.001532112],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005823167,"threshold_uncertainty_score":0.02331352,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01618954145371548,"score_gpt":0.3727327187219545,"score_spread":0.356543177268239,"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."}}