{"id":"W7075854532","doi":"10.6084/m9.figshare.c.7985462.v1","title":"An evidence-informed, community-engaged approach to designing a large-scale, impact-oriented research funding initiative to foster the implementation of transformative integrated care: a multi-methods qualitative study","year":2025,"lang":"en","type":"other","venue":"Figshare","topic":"Theoretical and Computational Physics","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences; Institute of Health Services and Policy Research; University of Toronto","funders":"","keywords":"Transformative learning; Relevance (law); Implementation research; Health care; Integrated care; Health services research; Qualitative research; Focus group; Data collection","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002764239,0.0003569811,0.0004811452,0.0003925329,0.0008828944,0.0001179086,0.0006389423,0.00008064896,0.008584497],"category_scores_gemma":[0.000664265,0.0002538084,0.0001613743,0.001339215,0.00003774526,0.0002340439,0.0002657823,0.002175718,0.00006803143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001923295,"about_ca_system_score_gemma":0.0006813387,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008438975,"about_ca_topic_score_gemma":0.0001838322,"domain_scores_codex":[0.983244,0.01508098,0.0004625714,0.0003099355,0.0004569034,0.0004455944],"domain_scores_gemma":[0.9917148,0.006520066,0.0002257193,0.0003984889,0.0009735901,0.0001673654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000123981,0.0005208493,0.00003068807,0.0002541115,0.0004074714,1.797431e-7,0.9557877,0.000111836,0.00002153137,0.000769412,0.03146395,0.01050835],"study_design_scores_gemma":[0.0007789736,0.0008134752,0.000318397,0.002637743,0.00004987907,5.499795e-8,0.9926151,0.0003008051,0.0005356058,0.0005839752,0.001088986,0.0002770065],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.001953641,0.00007536259,0.4557878,0.00006037707,0.00006760383,0.01062441,0.4607343,0.0001234206,0.07057308],"genre_scores_gemma":[0.9218729,2.213312e-7,0.01713771,0.0001142564,0.00009734312,0.002556867,0.05736853,0.0001259673,0.0007261838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9199193,"threshold_uncertainty_score":0.9999914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2314922136579997,"score_gpt":0.5304736526681669,"score_spread":0.2989814390101673,"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."}}