{"id":"W4409337392","doi":"10.5334/ijic.icic24598","title":"Transforming Health through Integrated Care. A Canadian collective research platform.","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrated care; Health care; Nursing; Business; Knowledge management; Medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.04471903,0.001264536,0.0007889561,0.004148174,0.01350014,0.01415788,0.003646521,0.006419045,0.01597274],"category_scores_gemma":[0.02700196,0.0007492682,0.001417523,0.005646857,0.01068561,0.005613219,0.02204146,0.008543345,0.002706371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.06762154,"about_ca_system_score_gemma":0.3703369,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8336741,"about_ca_topic_score_gemma":0.9165549,"domain_scores_codex":[0.9734398,0.006961303,0.0008066617,0.001228407,0.01276606,0.00479786],"domain_scores_gemma":[0.9530221,0.004329446,0.001066144,0.002589007,0.01367943,0.02531391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004657533,0.00006038595,0.0009802828,0.0006049331,0.00004011592,0.0002454012,0.005972329,0.0002903335,0.0005070925,0.08707721,0.7371935,0.1669818],"study_design_scores_gemma":[0.00002108258,0.0000286022,0.002497301,0.0008850499,0.00001935754,0.0000667174,0.003606913,0.0001714428,0.0001336355,0.01441026,0.9781175,0.00004207067],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003015032,0.05352646,0.01205381,0.7047268,0.01784918,0.001024625,0.003057116,0.0009498905,0.2037971],"genre_scores_gemma":[0.1897317,0.1002067,0.1833577,0.2073296,0.005657346,0.003475659,0.009129568,0.001289954,0.2998218],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1663259,"threshold_uncertainty_score":0.4906309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0628171927899949,"score_gpt":0.5000677993551664,"score_spread":0.4372506065651716,"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."}}