{"id":"W4413366243","doi":"10.5334/ijic.nacic24160","title":"Understanding the role of ‘care managers’ across the health care system: A qualitative exploration","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Qualitative research; Health care; Nursing; Integrated care; Knowledge management; Process management; Medicine; Business; Sociology; Computer science; 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":[],"consensus_categories":[],"category_scores_codex":[0.0004277729,0.0001433271,0.0001936985,0.0003077145,0.000339805,0.0004100223,0.0008021375,0.00004722716,0.00002300953],"category_scores_gemma":[0.0001979595,0.00008545581,0.0001462668,0.0006853545,0.00009930185,0.0007851699,0.0001320257,0.0002478439,0.000008779295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001115423,"about_ca_system_score_gemma":0.0001957791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004930796,"about_ca_topic_score_gemma":0.000580091,"domain_scores_codex":[0.9985585,0.00008901345,0.0005498734,0.0001244773,0.0005214129,0.0001567835],"domain_scores_gemma":[0.9962684,0.0001170005,0.0007650217,0.0001607556,0.00267961,0.000009242856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002427142,0.00004378544,0.002721755,0.0007626946,0.0008642211,0.00001376271,0.3307966,0.002042457,0.00006341626,0.6431481,0.01051221,0.008788273],"study_design_scores_gemma":[0.0003928434,0.00002354864,0.00009211724,0.0005065212,0.00007358426,0.000002034914,0.9775574,0.0002088265,0.0001322686,0.002294334,0.01864349,0.00007304146],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1132724,0.03364181,0.4729,0.1673361,0.02165835,0.003789913,0.0004341621,0.0004749062,0.1864924],"genre_scores_gemma":[0.9973292,0.00004398391,0.00006176231,0.002031793,0.0003192865,0.000008402318,0.0001137689,0.00001527999,0.00007653487],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8840568,"threshold_uncertainty_score":0.3953855,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05182693812245666,"score_gpt":0.3306946680495748,"score_spread":0.2788677299271182,"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."}}