{"id":"W2560813719","doi":"10.1016/j.jpainsymman.2016.10.076","title":"G03-B How Can Nursing Education Better Prepare Students for Interactions with Patients and Families?","year":2016,"lang":"en","type":"article","venue":"Journal of Pain and Symptom Management","topic":"Family Support in Illness","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; York University","funders":"","keywords":"Best practice; Nursing; Medicine; Grounded theory; Qualitative research; Presentation (obstetrics); Affect (linguistics); Medical education; Process (computing); Psychology; Sociology","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":[0.004042163,0.0003329171,0.0003862266,0.0005720758,0.004067954,0.00431299,0.00130779,0.009243129,0.1299424],"category_scores_gemma":[0.01164619,0.0002285812,0.0007426317,0.0004466154,0.001172614,0.002208862,0.002971102,0.003721334,0.03117641],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002309679,"about_ca_system_score_gemma":0.01774871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01049094,"about_ca_topic_score_gemma":0.03649094,"domain_scores_codex":[0.9980629,0.0005699514,0.00008007385,0.00008586788,0.0004338059,0.0007673887],"domain_scores_gemma":[0.9842055,0.00123434,0.000345967,0.000355086,0.003899472,0.009959631],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001733416,0.002348291,0.01580615,0.0004279062,0.00001237891,0.0004766044,0.001708817,0.0002007916,0.001127285,0.005677913,0.7438734,0.2281671],"study_design_scores_gemma":[0.0003036495,0.001563641,0.08568636,0.002466862,0.00004554524,0.000858979,0.01597967,0.0006231482,0.002782781,0.01116637,0.8784335,0.0000894162],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0628892,0.001380704,0.001059927,0.6945832,0.01656657,0.0004257132,0.0005641535,0.0004306726,0.2221],"genre_scores_gemma":[0.3272599,0.004765132,0.009144296,0.2603817,0.006521887,0.000987778,0.001246279,0.0003997533,0.3892933],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1299424,"threshold_uncertainty_score":0.4347006,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111920823475296,"score_gpt":0.3051736508120839,"score_spread":0.2940544425773309,"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."}}