{"id":"W4412976780","doi":"10.31219/osf.io/56rzx_v3","title":"Patient Agency in Action: A Qualitative Study of Engagement in Cardiovascular Research","year":2025,"lang":"en","type":"article","venue":"","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Agency (philosophy); Action (physics); Qualitative research; Action research; Medicine; Psychology; Political science; Sociology; Pedagogy; Social science","routes":{"ca_aff":true,"ca_fund":false,"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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03401659,0.0007023585,0.001250207,0.001707002,0.01292122,0.006191796,0.00267571,0.002774423,0.003897902],"category_scores_gemma":[0.04161743,0.0008708046,0.0008216465,0.001622653,0.01367309,0.006974008,0.009245396,0.005583816,0.0004789091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006047542,"about_ca_system_score_gemma":0.009772043,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004772087,"about_ca_topic_score_gemma":0.008005028,"domain_scores_codex":[0.955057,0.03851431,0.0007925692,0.001337638,0.001660128,0.002638376],"domain_scores_gemma":[0.9419153,0.04686506,0.002766045,0.001403166,0.002522313,0.004528207],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003286482,0.00005552461,0.00130998,0.0001065326,0.000004911148,0.0004316054,0.9930699,0.0000297142,0.0002522655,0.00114722,0.0004826558,0.003076767],"study_design_scores_gemma":[0.00001079074,0.00007511002,0.0005984945,0.0001941188,0.000005898414,0.0003408061,0.9873688,0.0001009172,0.0001916409,0.0006047656,0.01049112,0.00001761299],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663441,0.001808276,0.01073529,0.01021535,0.0002378842,0.0006843014,0.0002559259,0.00006124673,0.009657676],"genre_scores_gemma":[0.9892676,0.00104321,0.003225905,0.002241377,0.00005373647,0.0007096912,0.00009407428,0.00005870894,0.003305619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9659834,"threshold_uncertainty_score":0.1798991,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5498254035664738,"score_gpt":0.6279839768573428,"score_spread":0.07815857329086895,"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."}}