{"id":"W4386629703","doi":"10.1136/bmjopen-2023-073837","title":"Facilitators of and barriers to patient and public involvement in building learning health systems in community health services settings: a scoping review protocol","year":2023,"lang":"en","type":"review","venue":"BMJ Open","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Simon Fraser University; University of British Columbia","funders":"Michael Smith Health Research BC","keywords":"Medicine; Public health; Protocol (science); Health services research; Community health; Nursing; Medical education; Alternative medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1739829,0.005443324,0.01146891,0.0230623,0.006471051,0.009275227,0.007877028,0.01078477,0.05026736],"category_scores_gemma":[0.1111446,0.00648117,0.01384483,0.01759164,0.006921337,0.01064597,0.008749725,0.006338381,0.0127027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01854088,"about_ca_system_score_gemma":0.1142738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007719151,"about_ca_topic_score_gemma":0.01422309,"domain_scores_codex":[0.9352677,0.02623159,0.0237244,0.004249518,0.007143363,0.003383397],"domain_scores_gemma":[0.9047066,0.03464755,0.01306363,0.008186986,0.03568628,0.003708948],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01044365,0.001702851,0.003691852,0.729764,0.001893708,0.003060105,0.02086021,0.003186911,0.003576972,0.01614002,0.06248055,0.1431992],"study_design_scores_gemma":[0.01886581,0.00439008,0.01411697,0.5409849,0.004915153,0.001461082,0.02372906,0.002694632,0.00477424,0.01681452,0.3665066,0.0007470265],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0003907029,0.000541081,0.0007968238,0.0002056578,0.00005918725,0.9965069,0.001039011,0.00002345289,0.0004371288],"genre_scores_gemma":[0.0003114107,0.0007042136,0.002477428,0.00008621008,0.00001041845,0.9959506,0.0002645125,0.000003190115,0.0001920743],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1739829,"threshold_uncertainty_score":0.9201205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4357999787116834,"score_gpt":0.5895297691123398,"score_spread":0.1537297904006564,"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."}}