{"id":"W4409337016","doi":"10.5334/ijic.icic24200","title":"Measuring integration in “Integrated Youth Services” in Canada: Experiences with research and evaluation","year":2025,"lang":"en","type":"article","venue":"International Journal of Integrated Care","topic":"Evaluation and Performance Assessment","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Integrated care; Integrated services; Psychology; Knowledge management; Process management; Health care; Business; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.06657182,0.000807885,0.001280899,0.003016078,0.0258127,0.01092083,0.004762768,0.002202336,0.002005029],"category_scores_gemma":[0.05901249,0.0007630723,0.001098287,0.01336642,0.01109429,0.002974964,0.01225622,0.003814084,0.0002194132],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.3002203,"about_ca_system_score_gemma":0.5144444,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9890326,"about_ca_topic_score_gemma":0.9912711,"domain_scores_codex":[0.9302349,0.02721508,0.00419472,0.00237958,0.02346071,0.01251503],"domain_scores_gemma":[0.8850903,0.0217241,0.004748022,0.003668663,0.06358312,0.02118576],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000846156,0.002057912,0.1147639,0.003708789,0.00042079,0.002004958,0.5339356,0.003053215,0.002413432,0.01934244,0.02953218,0.2879207],"study_design_scores_gemma":[0.000323828,0.002247701,0.2111253,0.005697219,0.0005099095,0.0005351169,0.5893126,0.003565198,0.003376585,0.004438372,0.1783918,0.0004764051],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8685668,0.01738825,0.006583044,0.04667523,0.0003591864,0.004668333,0.002455886,0.0002596198,0.05304367],"genre_scores_gemma":[0.972625,0.005681091,0.01309032,0.003235366,0.00004251823,0.001017547,0.0006704573,0.00009887067,0.003538742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9334282,"threshold_uncertainty_score":0.8116452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2222038492625249,"score_gpt":0.483455196234873,"score_spread":0.2612513469723481,"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."}}