{"id":"W6902667689","doi":"10.6084/m9.figshare.c.7161661","title":"Adopting, implementing and assimilating coproduced health and social care innovations involving structurally vulnerable populations: findings from a longitudinal, multiple case study design in Canada, Scotland and Sweden","year":2024,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Coproduction; Participant observation; Mental health; Service provider; Comparative case; Grounded theory; Health care; Public health; Public policy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02806032,0.001043151,0.001345932,0.00602566,0.0209438,0.005682546,0.004368979,0.002425128,0.001763868],"category_scores_gemma":[0.03760576,0.001142088,0.001369348,0.007884413,0.00862461,0.003421389,0.009521816,0.003081315,0.0002318601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.07641576,"about_ca_system_score_gemma":0.09608614,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8374385,"about_ca_topic_score_gemma":0.9276977,"domain_scores_codex":[0.9725051,0.01391224,0.001287688,0.001383559,0.004236493,0.006675039],"domain_scores_gemma":[0.9593688,0.01746099,0.006832904,0.001747399,0.009877812,0.004712142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000316687,0.001706273,0.1310871,0.0005459958,0.0001029805,0.004576229,0.835804,0.0002252248,0.000412512,0.001518667,0.001275306,0.02242916],"study_design_scores_gemma":[0.00005543965,0.0004648532,0.06700291,0.0005703203,0.00007736663,0.0003224052,0.9268127,0.0002866667,0.0002367331,0.0002478222,0.003863176,0.00005952124],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973016,0.0004715272,0.0002516721,0.00050984,0.00001459532,0.0006012444,0.00010065,0.000003963668,0.0007449651],"genre_scores_gemma":[0.9943075,0.001094616,0.00174068,0.0005787019,0.00001696177,0.001231668,0.0001831361,0.000009152822,0.0008375527],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1625615,"threshold_uncertainty_score":0.5544378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1613407776202916,"score_gpt":0.3569583447362226,"score_spread":0.1956175671159311,"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."}}