{"id":"W4414742800","doi":"10.3389/frhs.2025.1638587","title":"Social enterprise as a strategy to advance patient-oriented health services innovation: learning from the Alberta Family Integrated Care model","year":2025,"lang":"en","type":"article","venue":"Frontiers in Health Services","topic":"Family and Patient Care in Intensive Care Units","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"CRB Innovations (Canada); University of Calgary; Alberta Health Services","funders":"","keywords":"Commercialization; Integrated services; Health care; Psychosocial; Integrated care; Social enterprise","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01779697,0.0007652606,0.0002688494,0.001439559,0.01172819,0.009545472,0.003056757,0.003486099,0.004231887],"category_scores_gemma":[0.01169484,0.0002998569,0.000717701,0.0009962929,0.02421206,0.006287283,0.01660505,0.00422123,0.0004192854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02759706,"about_ca_system_score_gemma":0.07699031,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1184238,"about_ca_topic_score_gemma":0.2049141,"domain_scores_codex":[0.9836834,0.01102198,0.0001828406,0.0005767373,0.002191409,0.002343672],"domain_scores_gemma":[0.9902193,0.004485657,0.0004844087,0.0007240913,0.001024069,0.003062441],"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":[0.00009513906,0.0004707258,0.009332673,0.0003529711,0.00004541522,0.003423756,0.07004469,0.00455088,0.00102847,0.7649227,0.01885937,0.1268731],"study_design_scores_gemma":[0.0001947318,0.0007753136,0.005990408,0.001601809,0.00009994775,0.00205355,0.09920169,0.01429375,0.001849934,0.3988945,0.4748603,0.0001840794],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2142802,0.003236579,0.1052162,0.2081627,0.000889386,0.001227991,0.00009142573,0.000445391,0.4664501],"genre_scores_gemma":[0.9365476,0.001376884,0.03951099,0.006248534,0.0001252061,0.0004245979,0.00004454715,0.00006521049,0.01565648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1184238,"threshold_uncertainty_score":0.2354689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594094258065743,"score_gpt":0.3613190454928494,"score_spread":0.3353781029121919,"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."}}