{"id":"W4408118644","doi":"10.1186/s12961-025-01299-8","title":"Partnered health research in Canada: a cross-sectional survey of perceptions among researchers and knowledge users involved in funded projects between 2011 and 2019","year":2025,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services; Spinal Cord Injury BC; McMaster University; Population Health Research Institute; University of Ottawa; University of British Columbia; International Collaboration On Repair Discoveries; Ottawa Hospital; University of Manitoba; University of British Columbia, Okanagan Campus; George & Fay Yee Centre for Healthcare Innovation","funders":"Canadian Institutes of Health Research","keywords":"Respondent; General partnership; Feeling; Psychology; Perception; Health services research; Medical education; Medicine; Public health; Social psychology; Nursing; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005079803,0.0001877272,0.0004598814,0.001318734,0.00413243,0.00197383,0.001035756,0.0005456029,0.002026046],"category_scores_gemma":[0.008754264,0.0004661439,0.0004230897,0.003923682,0.001293244,0.0008579477,0.002623433,0.001093954,0.0002080102],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0141352,"about_ca_system_score_gemma":0.03310731,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9445224,"about_ca_topic_score_gemma":0.9619031,"domain_scores_codex":[0.995944,0.0008524837,0.0002984535,0.0003063743,0.001712744,0.0008859337],"domain_scores_gemma":[0.98624,0.001406367,0.003024026,0.000307521,0.003956171,0.005066019],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007338799,0.0001004429,0.9594905,0.0001546794,0.00003165204,0.0001679855,0.02702305,0.00004398866,0.0002621594,0.0001058373,0.001451148,0.01109523],"study_design_scores_gemma":[0.000006992616,0.0001006901,0.9501053,0.00009663685,0.00001341547,0.00008096425,0.04672446,0.0001108784,0.00006094583,0.00001987294,0.002662265,0.00001761652],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954281,0.0005813368,0.0001119073,0.0009113637,0.000009843877,0.000112644,0.001218983,0.000008086102,0.001617632],"genre_scores_gemma":[0.9970866,0.0007470097,0.0002946017,0.0003554226,0.000005896793,0.00008757941,0.0005002721,0.000004952464,0.0009177495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9949202,"threshold_uncertainty_score":0.1116085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9496786297729641,"score_gpt":0.7616887304849974,"score_spread":0.1879898992879667,"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."}}