{"id":"W3100579700","doi":"10.1097/ncm.0000000000000425","title":"Roles, Training, and Qualifications of a Case Manager in the Canadian Health Care Industry","year":2020,"lang":"en","type":"review","venue":"Professional Case Management","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Training (meteorology); Business; Case manager; Case management; Health care; MEDLINE; Nursing; Nurse manager; Psychology; Medical education; Knowledge management; Computer science; Medicine; Process management; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.00183609,0.0004043318,0.001019022,0.0007045169,0.001751959,0.0000290026,0.0003445219,0.0006605216,0.0003150245],"category_scores_gemma":[0.00009416385,0.0002817266,0.0001316775,0.001128553,0.00008717547,0.00008783838,0.000227206,0.002663206,0.0000702657],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032353,"about_ca_system_score_gemma":0.008147069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02905985,"about_ca_topic_score_gemma":0.3428412,"domain_scores_codex":[0.9933222,0.003623117,0.001484822,0.0005590208,0.0004517754,0.0005590615],"domain_scores_gemma":[0.9975554,0.0004717645,0.0008956429,0.0005252202,0.0001944307,0.000357544],"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":[0.00001994257,0.0001260461,0.00003867498,0.03228977,0.0001587593,0.008404555,0.1100328,8.81945e-7,6.509995e-9,0.05619308,0.06408497,0.7286505],"study_design_scores_gemma":[0.000219795,0.00002752204,0.00005339484,0.008781289,0.0001634131,0.0007407014,0.2118087,0.000006389113,3.665841e-9,0.00008535464,0.7779192,0.0001942573],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001299329,0.9713548,0.00001119311,0.01150021,0.001229374,0.006469451,0.0006528709,0.00003206067,0.008620057],"genre_scores_gemma":[0.02693076,0.9435077,0.0009896503,0.01209416,0.0006173382,0.0068463,0.001821909,0.0001337317,0.007058498],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7284563,"threshold_uncertainty_score":0.9999635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1655357236253621,"score_gpt":0.5328603099203064,"score_spread":0.3673245862949444,"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."}}