{"id":"W7115687247","doi":"10.1007/978-3-031-95659-1_9","title":"How Can We Better Take Person-Centered Needs into Account? The Integrated Care Trajectory Approach and Intersectoral Collaboration in Primary Care to Support People Living with Diabetes","year":2025,"lang":"en","type":"book-chapter","venue":"Springer proceedings in mathematics & statistics","topic":"Diabetes Management and Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Health care; Trajectory; Chronic care; Integrated care; Primary care; Chronic disease; Disease; Primary health care","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002713136,0.0005602663,0.0007901361,0.0009341206,0.000093605,0.0004441036,0.0002495582,0.0002226757,0.00002071967],"category_scores_gemma":[0.0001571509,0.0004464328,0.00004590297,0.0003648344,0.000116067,0.0001712923,0.0001495657,0.0006423,0.000002237428],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001179125,"about_ca_system_score_gemma":0.0004009686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003407922,"about_ca_topic_score_gemma":0.0008141737,"domain_scores_codex":[0.998101,0.00001015428,0.0004723876,0.0005145386,0.000483216,0.0004186926],"domain_scores_gemma":[0.9986314,0.0001198704,0.0003188222,0.0002545513,0.0005668555,0.0001085652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001363187,0.0003297284,0.1828228,0.06958157,0.0005314268,0.00001655086,0.6892965,0.000005957289,0.0003140035,0.01336727,0.00868247,0.03491536],"study_design_scores_gemma":[0.003293326,0.001840094,0.04657399,0.03064493,0.002316196,0.000007079119,0.8922608,0.001520913,0.0001184713,0.002140759,0.01665716,0.002626221],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.86437,0.001695749,0.002568589,0.0029653,0.0009212305,0.009997905,0.0007085313,0.0002741433,0.1164985],"genre_scores_gemma":[0.8362931,0.0001937839,0.1241955,0.0007893674,0.0003223712,0.0006275355,0.001491638,0.0002992525,0.03578748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2029643,"threshold_uncertainty_score":0.9997987,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479556325123807,"score_gpt":0.2309275656587362,"score_spread":0.2161320024074982,"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."}}