{"id":"W4255725332","doi":"10.1136/vr.l6079","title":"I am on my way to becoming a vet, but I will never forget my nursing past","year":2019,"lang":"en","type":"article","venue":"Veterinary Record","topic":"Veterinary Practice and Education Studies","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technician; Nursing; Medicine; Political science; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00647359,0.0009880606,0.001143603,0.001541731,0.01781276,0.01062659,0.001900782,0.0074293,0.06908572],"category_scores_gemma":[0.041321,0.0008832635,0.001077331,0.0008600963,0.008052826,0.01011478,0.007016654,0.02265546,0.05389116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003226221,"about_ca_system_score_gemma":0.007373584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007704107,"about_ca_topic_score_gemma":0.01630077,"domain_scores_codex":[0.9915124,0.002454431,0.0003575727,0.0007763587,0.003428794,0.001470507],"domain_scores_gemma":[0.925181,0.003625764,0.003584665,0.001641272,0.01930907,0.04665827],"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":[0.00004405218,0.0002076993,0.003731848,0.000262883,0.00002429199,0.0006520796,0.00643435,0.00003185609,0.0007948076,0.002980665,0.9430041,0.04183131],"study_design_scores_gemma":[0.00001213882,0.0002263315,0.002661752,0.001209641,0.00001794839,0.003159064,0.02387057,0.00004849634,0.0002807734,0.002462497,0.9659656,0.00008524607],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005423033,0.01373837,0.002468233,0.8351232,0.0730188,0.00008438736,0.0001493552,0.0005543029,0.0694403],"genre_scores_gemma":[0.05850121,0.02362963,0.006964973,0.5714399,0.02196283,0.0002066928,0.0002405723,0.0005898585,0.3164643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.06908572,"threshold_uncertainty_score":0.2311147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2418154750945873,"score_gpt":0.4739842817113069,"score_spread":0.2321688066167197,"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."}}