{"id":"W4386475862","doi":"10.1097/jxx.0000000000000935","title":"Pathophysiology and pharmacology course grades and prediction of success in a graduate nurse practitioner program","year":2023,"lang":"en","type":"article","venue":"Journal of the American Association of Nurse Practitioners","topic":"Nursing education and management","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Research (Canada)","funders":"","keywords":"Nurse practitioners; Medicine; Course (navigation); Medical education; Psychology; Health care; Engineering","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":[0.002319872,0.000213363,0.0001599249,0.001415806,0.0005794109,0.001415037,0.0005251972,0.000369995,0.00497175],"category_scores_gemma":[0.01991753,0.0001445008,0.0002333202,0.0007737487,0.0003237259,0.0006899577,0.001320414,0.0008309203,0.0007088272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009857443,"about_ca_system_score_gemma":0.002308904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004670156,"about_ca_topic_score_gemma":0.008425019,"domain_scores_codex":[0.9989446,0.0002334563,0.0001049708,0.0001141045,0.0004746067,0.0001284207],"domain_scores_gemma":[0.9855025,0.002693191,0.005030387,0.0002303497,0.002460149,0.004083403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003378212,0.0001663986,0.9903896,0.00001364498,0.00001005554,0.0000189008,0.0001663877,0.0001010071,0.0001046033,0.00005251108,0.0003945204,0.008548552],"study_design_scores_gemma":[0.000003768054,0.0001594282,0.9985179,0.00002039202,0.000006446998,0.00003693328,0.0003479663,0.0003138024,0.0001378032,0.00005022366,0.000402686,0.000002599462],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9970578,0.00008311088,0.0002676341,0.0003164179,0.00001585411,0.00003562191,0.0001447431,0.00001418,0.002064869],"genre_scores_gemma":[0.9986681,0.00007558252,0.0003251181,0.0000336719,0.00001050306,0.00002267002,0.000214417,0.000003607928,0.0006464459],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00497175,"threshold_uncertainty_score":0.01663214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01830278578517222,"score_gpt":0.3538072088325193,"score_spread":0.3355044230473471,"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."}}