{"id":"W7038499773","doi":"","title":"Integrating individuals with chronic pain in health professions education: assessing current involvement practices and achieving consensus on target content for pain education","year":2024,"lang":"en","type":"dissertation","venue":"eScholarship@McGill (McGill)","topic":"Subterranean biodiversity and taxonomy","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Canadian Institutes of Health Research","keywords":"Chronic pain; Health professions; Content analysis; Chronic disease; Patient education; Health care; Pain management; MEDLINE","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":[0.01955609,0.0002432498,0.0004184312,0.000999906,0.003545717,0.003051311,0.001245996,0.001372576,0.00350365],"category_scores_gemma":[0.03047713,0.0004091581,0.0004574969,0.0008008643,0.001131454,0.002198673,0.006337993,0.002380084,0.0006522624],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002829309,"about_ca_system_score_gemma":0.01252931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006218109,"about_ca_topic_score_gemma":0.02515692,"domain_scores_codex":[0.9911539,0.003779697,0.0006817712,0.0004378888,0.002466459,0.001480365],"domain_scores_gemma":[0.9782326,0.007461632,0.003170055,0.0004253943,0.00572065,0.004989685],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002663327,0.003499904,0.364364,0.0007058471,0.00004887266,0.0001926445,0.1758616,0.0001384808,0.001775828,0.0006982684,0.006174797,0.4462734],"study_design_scores_gemma":[0.0001699958,0.002316716,0.5865171,0.003198188,0.0001463961,0.0004308036,0.3815249,0.001033276,0.002004617,0.00140332,0.02117973,0.00007500851],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9785623,0.0007810283,0.00158899,0.008113354,0.0001547353,0.0003843001,0.00004265175,0.00002034699,0.01035226],"genre_scores_gemma":[0.9858339,0.001431304,0.007023911,0.001597098,0.00004727205,0.0006307185,0.0001039125,0.00001510086,0.003316698],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01955609,"threshold_uncertainty_score":0.1034237,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0810786086491256,"score_gpt":0.3037212452713977,"score_spread":0.2226426366222721,"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."}}