{"id":"W4388736010","doi":"10.1370/afm.22.s1.5100","title":"Case management in primary care for people with complex care needs: a realist evaluation","year":2023,"lang":"en","type":"article","venue":"","topic":"Chronic Disease Management Strategies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Intervention (counseling); Context (archaeology); Health care; Nursing; Psychology; Population; Knowledge management; Medicine; Medical education; Computer science; Business","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":[0.0490384,0.001159556,0.001769341,0.001683732,0.004473178,0.002917447,0.003476715,0.002691973,0.006408966],"category_scores_gemma":[0.1008977,0.0009351732,0.002470595,0.002116985,0.002529985,0.002264078,0.003728332,0.002148529,0.0004546972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02609653,"about_ca_system_score_gemma":0.03176345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03472359,"about_ca_topic_score_gemma":0.06877282,"domain_scores_codex":[0.935621,0.05266041,0.003294587,0.001247282,0.004928861,0.002247915],"domain_scores_gemma":[0.9174457,0.05139777,0.006272369,0.004526835,0.01264834,0.007709033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.09153036,0.1831073,0.03049663,0.02798651,0.001812577,0.0009836201,0.06239438,0.003835801,0.001326466,0.003079997,0.01381263,0.5796338],"study_design_scores_gemma":[0.2385437,0.46687,0.1333235,0.02021364,0.003917135,0.0006839284,0.06327581,0.006548264,0.003678071,0.003822073,0.05847755,0.0006462081],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011682,0.003704465,0.00262633,0.003522529,0.0004393633,0.07922089,0.001222624,0.0001257892,0.007969886],"genre_scores_gemma":[0.874941,0.004131358,0.02863284,0.00199006,0.0003919485,0.08710288,0.0009886897,0.00003677105,0.001784436],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0490384,"threshold_uncertainty_score":0.2593429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07372518561143458,"score_gpt":0.3486825184401319,"score_spread":0.2749573328286973,"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."}}