{"id":"W4399356350","doi":"10.1111/hex.14086","title":"Strategies for involving patients and the public in scaling initiatives in health and social services: A scoping review","year":2024,"lang":"en","type":"review","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre; First Nations Health and Social Secretariat of Manitoba; Université du Québec à Trois-Rivières; Centres Intégré Universitaires de Santé et de Services Sociaux; Institut National de la Recherche Scientifique; Centre intégré universitaire de santé et de services sociaux de la Capitale-Nationale; Université Laval","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Psychological intervention; Incentive; MEDLINE; Systematic review; Grey literature; Public health; Family medicine; Medicine; Health care; Psychology; Medical education; Political science; Nursing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002156101,0.0004051106,0.002077007,0.0005226865,0.001703839,0.00006316228,0.000163422,0.0001994446,0.000008294202],"category_scores_gemma":[0.00008639786,0.00028564,0.0001236421,0.000733932,0.0001068594,0.0003243394,0.0001612718,0.001005211,0.00001252577],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007677239,"about_ca_system_score_gemma":0.006576489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008981756,"about_ca_topic_score_gemma":0.009689489,"domain_scores_codex":[0.9918709,0.003204407,0.003092511,0.000586141,0.0002752337,0.0009707867],"domain_scores_gemma":[0.9958761,0.002146792,0.001411588,0.0001765968,0.0001085759,0.0002803004],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001098107,0.00004941542,0.0001496365,0.8720321,0.00001362095,3.060366e-7,0.07192639,3.125191e-8,1.786082e-10,0.01391173,0.0001443896,0.04176139],"study_design_scores_gemma":[0.001474352,0.0001268348,0.00001898193,0.8650087,0.0000442917,5.726462e-7,0.08889865,0.00006252221,3.34555e-10,0.0009396684,0.04320769,0.0002177926],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003597331,0.9760342,0.00001539826,0.003708619,0.0004566676,0.01936521,0.0002355963,0.00004416028,0.0001042075],"genre_scores_gemma":[0.0001270836,0.9759883,0.0002539702,0.01103268,0.0001256565,0.01065743,0.001747638,0.00005624254,0.00001099277],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0430633,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4089576458504879,"score_gpt":0.5539965748671082,"score_spread":0.1450389290166202,"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."}}