{"id":"W4409337513","doi":"10.5334/ijic.icic24132","title":"Integrated Community Care 4All: Effectiveness Principles for Transforming Seniors Care","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrated care; Nursing; Health care; Medicine; 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":[0.1295546,0.001792622,0.001793449,0.00464315,0.01045745,0.01943525,0.005066256,0.01359199,0.006059351],"category_scores_gemma":[0.08723603,0.001420049,0.002258423,0.00227936,0.05002892,0.01261607,0.01700901,0.01852186,0.002112728],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03661183,"about_ca_system_score_gemma":0.06966304,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04529543,"about_ca_topic_score_gemma":0.04408038,"domain_scores_codex":[0.8210526,0.1078098,0.009629259,0.006293457,0.04686193,0.008353059],"domain_scores_gemma":[0.9308767,0.04156538,0.003089138,0.004493164,0.01516042,0.004815219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003197144,0.00008934687,0.0004060733,0.0009078422,0.00003765367,0.00007726444,0.01304019,0.000475757,0.0001665282,0.9181001,0.0271729,0.03949436],"study_design_scores_gemma":[0.0001032907,0.0002100692,0.0007314602,0.004424358,0.00008639749,0.0002336645,0.007382246,0.0005235216,0.000700566,0.3226811,0.6628106,0.0001128118],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.00533245,0.02473932,0.1345488,0.5153854,0.005189487,0.002577862,0.0003180283,0.0003620685,0.3115467],"genre_scores_gemma":[0.4228588,0.02313705,0.2905395,0.1996289,0.00355288,0.008512286,0.0004035837,0.0007082371,0.05065881],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1295546,"threshold_uncertainty_score":0.6851586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03376641222169963,"score_gpt":0.4039109643905436,"score_spread":0.370144552168844,"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."}}