{"id":"W2516107913","doi":"10.7748/ns.26.28.64.s57","title":"Careers student life time for a reality check","year":2012,"lang":"en","type":"article","venue":"Nursing Standard","topic":"Healthcare professionals’ stress and burnout","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Student life; Reality check; Psychology; Medical education; Computer science; Medicine; Library science; Test (biology)","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":[0.006226498,0.0009006857,0.001093981,0.001753788,0.01180353,0.009571212,0.001421932,0.00549613,0.1240486],"category_scores_gemma":[0.01938954,0.0005430357,0.001237136,0.0008571959,0.001960545,0.004045398,0.01133977,0.01193131,0.0817012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002182891,"about_ca_system_score_gemma":0.007472874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002107053,"about_ca_topic_score_gemma":0.008175679,"domain_scores_codex":[0.9959043,0.0008284386,0.0001531119,0.0002020382,0.001682315,0.001229822],"domain_scores_gemma":[0.931915,0.001116885,0.001362767,0.001177256,0.01218045,0.05224764],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005099289,0.0002755325,0.002506719,0.00005470863,0.000008467207,0.0002517255,0.0005985383,0.00002890119,0.0001564538,0.001042745,0.9543551,0.04067],"study_design_scores_gemma":[0.00004514949,0.0004988812,0.009191148,0.0004009041,0.00001098221,0.0007763285,0.01059437,0.000096605,0.0001953326,0.00200665,0.9761243,0.00005934964],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02397098,0.004867753,0.001123826,0.6635035,0.182918,0.0001535694,0.0007077646,0.001052738,0.1217018],"genre_scores_gemma":[0.1274433,0.007180519,0.003327823,0.1568465,0.05932688,0.0004428895,0.001636918,0.001027632,0.6427676],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1240486,"threshold_uncertainty_score":0.4149839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1031214292840465,"score_gpt":0.5055844347881375,"score_spread":0.402463005504091,"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."}}