{"id":"W3207693310","doi":"10.1186/s40900-021-00314-w","title":"Evolving partnerships: engagement methods in an established health services research team","year":2021,"lang":"en","type":"article","venue":"Research Involvement and Engagement","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Saint Vincent University; University of Alberta","funders":"Canadian Institutes of Health Research; Nova Scotia Health Research Foundation","keywords":"Knowledge management; Process management; Psychology; Business; Engineering ethics; Computer science; Engineering","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":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.1124216,0.0004269833,0.0007163973,0.001327121,0.005971866,0.0002541502,0.0007031287,0.0002649541,0.002255572],"category_scores_gemma":[0.0003525262,0.0004040177,0.00007960201,0.002176152,0.000261099,0.0007578055,0.002178293,0.005041102,0.0001899192],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002639018,"about_ca_system_score_gemma":0.002171081,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0039153,"about_ca_topic_score_gemma":0.01237301,"domain_scores_codex":[0.9397325,0.04978489,0.00190299,0.001544499,0.003065587,0.003969542],"domain_scores_gemma":[0.9915024,0.003987485,0.0002576876,0.001307269,0.00140444,0.001540718],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005418485,0.00484538,0.6363522,0.02775861,0.0001824486,0.0001167706,0.1803293,0.00003172339,0.003629036,0.02356419,0.02743982,0.09520871],"study_design_scores_gemma":[0.00488585,0.002638126,0.03782586,0.006970858,0.00001593815,9.669293e-7,0.5609536,0.004537905,0.00159272,0.006854736,0.3730091,0.0007143463],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9343634,0.01389341,0.0007117984,0.005743852,0.001864793,0.01224427,0.00008853533,0.0002869056,0.03080304],"genre_scores_gemma":[0.9505437,0.007987707,0.02546097,0.004941876,0.0008141595,0.004359064,0.001611435,0.0001342208,0.004146854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5985263,"threshold_uncertainty_score":0.9998412,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.76474538112578,"score_gpt":0.6393012758954147,"score_spread":0.1254441052303653,"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."}}