{"id":"W4392167704","doi":"10.5430/jct.v13n1p405","title":"A Curriculum Review of Programming Courses in a Master of Biostatistics Program","year":2024,"lang":"en","type":"review","venue":"Journal of Curriculum and Teaching","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biostatistics; Curriculum; Computer science; Mathematics education; Software engineering; Medical education; Programming language; Psychology; Medicine; Pedagogy; Public health; Nursing","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":[0.004418001,0.0006573529,0.001149138,0.004613083,0.0004063818,0.001255612,0.001707228,0.001579689,0.003572051],"category_scores_gemma":[0.009754478,0.0005818656,0.000730838,0.004009499,0.0006822724,0.001890582,0.001335991,0.002193938,0.001920878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004024871,"about_ca_system_score_gemma":0.008789255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00743746,"about_ca_topic_score_gemma":0.01338122,"domain_scores_codex":[0.9986631,0.0003429178,0.0002312359,0.0002000306,0.0004645341,0.00009825764],"domain_scores_gemma":[0.9948679,0.00217729,0.000598837,0.0001098202,0.00181106,0.0004350778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006062941,0.0001414862,0.0002535213,0.02226355,0.00004205797,0.00004169781,0.00008649071,0.0002805562,0.0003222132,0.003108852,0.04043805,0.9329608],"study_design_scores_gemma":[0.00005056506,0.0002004525,0.002896823,0.04711997,0.0001367151,0.0003978016,0.000105954,0.0001145672,0.0003928483,0.0009442524,0.9476142,0.00002579908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004164405,0.9929423,0.0005429463,0.002268224,0.001154062,0.00005728197,0.00007239546,0.00002296257,0.002523388],"genre_scores_gemma":[0.002327353,0.9927863,0.00124912,0.001943808,0.0003398563,0.00009301597,0.0001524227,0.00001186903,0.001096141],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00743746,"threshold_uncertainty_score":0.0292027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0293355723295049,"score_gpt":0.3811839718988539,"score_spread":0.351848399569349,"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."}}