{"id":"W3032132767","doi":"10.1097/ncm.0000000000000439","title":"The Evolving Role of the Professional Case Manager","year":2020,"lang":"en","type":"article","venue":"Professional Case Management","topic":"E-Learning and COVID-19","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"123 Certification (Canada)","funders":"","keywords":"Certification; Blueprint; Sample (material); Relevance (law); Descriptive statistics; Medical education; Knowledge management; Test (biology); Psychology; Medicine; Computer science; Management; Political science; Engineering","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":[0.02603313,0.0001954929,0.0002871321,0.001596009,0.004028198,0.007308712,0.002090418,0.001566818,0.005330551],"category_scores_gemma":[0.03932678,0.0002667738,0.0001914965,0.0008275348,0.00579481,0.007387302,0.004530599,0.00310387,0.0009706499],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004350492,"about_ca_system_score_gemma":0.01314583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001431931,"about_ca_topic_score_gemma":0.002345475,"domain_scores_codex":[0.9721953,0.01984352,0.0008133293,0.00161431,0.003970203,0.00156325],"domain_scores_gemma":[0.9582232,0.01742316,0.002734368,0.001432102,0.005556771,0.01463035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001068743,0.0009330831,0.06253357,0.0006154676,0.00002971483,0.003411829,0.134074,0.0004275995,0.002071492,0.146171,0.06055909,0.5890663],"study_design_scores_gemma":[0.00006186476,0.0009739514,0.03349314,0.002548232,0.00003785661,0.01538242,0.2486375,0.003632187,0.001482825,0.056671,0.6369273,0.0001517345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5827177,0.02861319,0.04806336,0.2050303,0.003416465,0.0003442581,0.00006602325,0.0005559988,0.1311927],"genre_scores_gemma":[0.9543883,0.00465259,0.02109443,0.007035509,0.0006294425,0.0001739417,0.00003362951,0.00004872223,0.01194356],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02603313,"threshold_uncertainty_score":0.137678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540396627219231,"score_gpt":0.3316881384632892,"score_spread":0.3062841721910968,"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."}}