{"id":"W4413359392","doi":"10.5334/ijic.nacic24115","title":"Modernizing Home and Community Care Support Services (HCCSS) and Community Support Service (CSS) organizations in Durham Region (Ontario) to enhance patient care and elevate the patient journey through strategic partnerships","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Primary Care and Health Outcomes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Service (business); Nursing; Integrated care; Community service; Public relations; Medicine; Marketing; Health care; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001438779,0.000353432,0.0001854344,0.0005683053,0.009538474,0.003346405,0.001446686,0.001062274,0.008826426],"category_scores_gemma":[0.003142922,0.0003530415,0.000383344,0.0009594018,0.002199452,0.001058611,0.004689141,0.001397757,0.0005875251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04100505,"about_ca_system_score_gemma":0.1636034,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9464617,"about_ca_topic_score_gemma":0.9884129,"domain_scores_codex":[0.9975578,0.0004172822,0.0000699764,0.0001709093,0.0006529309,0.001131175],"domain_scores_gemma":[0.9893657,0.0003309621,0.0004933546,0.0001678838,0.001885916,0.007756249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004239085,0.0005049783,0.1763571,0.001636429,0.0001199971,0.002907841,0.03865813,0.001301466,0.006582541,0.0190802,0.4052957,0.3471316],"study_design_scores_gemma":[0.0001266151,0.0002955972,0.2605475,0.0007840035,0.00004530217,0.0003418715,0.04122374,0.0006490608,0.0007384692,0.001225808,0.6939425,0.00007945579],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5965975,0.01844096,0.005093788,0.1662779,0.002852183,0.002117443,0.002249776,0.0004243559,0.2059461],"genre_scores_gemma":[0.8794872,0.008288763,0.01108184,0.01310956,0.0003693436,0.0006067832,0.0009812935,0.0001051613,0.08597001],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05353826,"threshold_uncertainty_score":0.2975139,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06360774313550129,"score_gpt":0.3890320819229686,"score_spread":0.3254243387874673,"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."}}