{"id":"W2795115673","doi":"10.1097/ncm.0000000000000292","title":"What Comes Next?: Looking Beyond the Clinical to the Vocational","year":2018,"lang":"en","type":"article","venue":"Professional Case Management","topic":"Nursing Roles and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Capital Commission","funders":"","keywords":"Certification; Commission; Accreditation; Management; Vocational education; Officer; Certificate; Political science; Business; Public relations; Law; 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":[0.01178539,0.000535267,0.0008885128,0.002814151,0.01901553,0.01715031,0.002423692,0.00783613,0.01336353],"category_scores_gemma":[0.02731721,0.0006819213,0.0007677583,0.001655682,0.02024758,0.02871683,0.01373027,0.02077598,0.002953346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01338991,"about_ca_system_score_gemma":0.04127423,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0177578,"about_ca_topic_score_gemma":0.06305207,"domain_scores_codex":[0.9902554,0.005194926,0.0003149204,0.0005599984,0.001714582,0.001960137],"domain_scores_gemma":[0.9713295,0.005750643,0.001442108,0.0005136798,0.003639551,0.01732464],"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":[0.00005938035,0.0003487117,0.01149612,0.0006426351,0.00002490588,0.003558906,0.1147264,0.00008019425,0.0002249785,0.06813421,0.5826728,0.2180308],"study_design_scores_gemma":[0.00002670641,0.0001033922,0.004890407,0.005693975,0.00002176685,0.004094194,0.3641455,0.0001273511,0.0001115519,0.09315135,0.5275464,0.00008737424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007492659,0.03292888,0.001153415,0.9019477,0.009573428,0.00003465512,0.00002007843,0.00006099194,0.04678823],"genre_scores_gemma":[0.3261692,0.1193836,0.007049034,0.474556,0.01591859,0.0003180588,0.0001667805,0.0003445874,0.05609424],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01901553,"threshold_uncertainty_score":0.0971511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1427553149398895,"score_gpt":0.5318579011738787,"score_spread":0.3891025862339891,"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."}}