{"id":"W2014381179","doi":"10.1016/j.nepr.2006.04.001","title":"Creating a psychiatric mental health portfolio: An assignment activity that works","year":2006,"lang":"en","type":"article","venue":"Nurse Education in Practice","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Mental health; Bachelor; Portfolio; Psychology; Referral; Construct (python library); Medical education; Nursing; Medicine; Psychiatry; Computer science","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":[0.006349481,0.001587126,0.000763684,0.002015249,0.004607422,0.006402231,0.002804624,0.002370575,0.02535915],"category_scores_gemma":[0.02342456,0.001013027,0.000847741,0.0009876606,0.0009837896,0.004406076,0.009305484,0.002458758,0.01128008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267341,"about_ca_system_score_gemma":0.005258315,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005177468,"about_ca_topic_score_gemma":0.001531287,"domain_scores_codex":[0.9949507,0.002313374,0.0003008214,0.0006247353,0.001287614,0.0005228939],"domain_scores_gemma":[0.9818538,0.00308812,0.001604236,0.002719443,0.0021733,0.008561168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002303168,0.005614694,0.008350016,0.0002442554,0.00003278716,0.0003577946,0.005804366,0.001440545,0.004758381,0.003180824,0.0526668,0.9173193],"study_design_scores_gemma":[0.0009577009,0.009000737,0.07916787,0.001061678,0.0003199863,0.005726075,0.05950226,0.05174689,0.03126152,0.07628307,0.6841931,0.0007791818],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3142722,0.0003571508,0.4766569,0.01307477,0.00282929,0.009014156,0.0003643096,0.01662694,0.1668043],"genre_scores_gemma":[0.3025594,0.0003131357,0.6307815,0.000870084,0.0006167848,0.002545478,0.0007141468,0.0008509237,0.06074868],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02535915,"threshold_uncertainty_score":0.08483481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02314979595398314,"score_gpt":0.4494402732893047,"score_spread":0.4262904773353216,"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."}}