{"id":"W4292722777","doi":"10.1080/24740527.2022.2115879","title":"The state of patient engagement among pain research trainees in Canada: Results of a national web-based survey","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Pain","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Spinal Cord Injury BC; Queen's University; McMaster University; University of Guelph; Glycemic Index Laboratories; Université du Québec à Trois-Rivières; Dalhousie University; University of Calgary; McGill University","funders":"","keywords":"Facilitator; Psychology; Medical education; Academic institution; Medicine; Family medicine; Nursing; Social psychology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.005841955,0.0001848864,0.0005354796,0.00178067,0.003125257,0.002826285,0.001034733,0.0005721105,0.002098377],"category_scores_gemma":[0.0210954,0.0003234565,0.0006282197,0.004857258,0.001346231,0.00109177,0.002265985,0.001183354,0.0002615492],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0325918,"about_ca_system_score_gemma":0.07792001,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9764739,"about_ca_topic_score_gemma":0.9807463,"domain_scores_codex":[0.9934952,0.001089202,0.0006851177,0.0004547851,0.002762984,0.001512788],"domain_scores_gemma":[0.9765971,0.003798184,0.004395994,0.0004271291,0.01020468,0.004576973],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001157172,0.0001109426,0.9548262,0.0004894706,0.00005046208,0.000103019,0.01785433,0.00009813472,0.000198815,0.0001058158,0.003185795,0.0228612],"study_design_scores_gemma":[0.000008188304,0.00005384146,0.9808108,0.0002455604,0.00001636487,0.00003523017,0.01621171,0.0002006261,0.00004662661,0.00001779867,0.002328848,0.00002438824],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9837973,0.00107729,0.000235908,0.003176192,0.00002010982,0.0003298774,0.006648666,0.00003198933,0.004682765],"genre_scores_gemma":[0.9955478,0.001166773,0.0004919886,0.0006515434,0.00000809584,0.0001824051,0.001343869,0.000008442436,0.0005992454],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.994158,"threshold_uncertainty_score":0.2364712,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2968529437732322,"score_gpt":0.4119079768821525,"score_spread":0.1150550331089202,"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."}}