{"id":"W2762335731","doi":"10.1111/hex.12635","title":"An empirically based conceptual framework for fostering meaningful patient engagement in research","year":2017,"lang":"en","type":"article","venue":"Health Expectations","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":222,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Studies; Arthritis Research Centre of Canada; Research Canada; BC Innovation Council; University of British Columbia","funders":"Canada Research Chairs; Michael Smith Health Research BC","keywords":"Conceptualization; Thematic analysis; Conceptual framework; Perspective (graphical); Qualitative research; Relevance (law); Psychology; Knowledge management; Patient experience; Health care; Computer science; Sociology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002514506,0.0001788949,0.0003290286,0.0003292708,0.007780182,0.00004633942,0.0004280249,0.0001717809,0.0002783839],"category_scores_gemma":[0.0009234265,0.0001782305,0.00005449093,0.0001871513,0.000142294,0.0002262325,0.0001824905,0.001068624,0.0001156616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001044279,"about_ca_system_score_gemma":0.00177993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001493617,"about_ca_topic_score_gemma":0.003173585,"domain_scores_codex":[0.9941099,0.002127264,0.001127661,0.0005253421,0.0006081196,0.001501763],"domain_scores_gemma":[0.9950052,0.002448332,0.0005556632,0.0009447073,0.0003615252,0.0006845557],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0009655626,0.002112769,0.1358392,0.003651871,0.00002392966,0.00001132929,0.6918312,0.0002298247,0.00007043979,0.1143302,0.007580681,0.04335302],"study_design_scores_gemma":[0.009085085,0.01191359,0.05768451,0.00795035,0.00001475454,5.298029e-7,0.7684242,0.0147371,0.0002194618,0.03213102,0.09683302,0.001006421],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9011051,0.0009321581,0.04190729,0.02160129,0.004497726,0.02093886,0.0005754686,0.0002649048,0.00817717],"genre_scores_gemma":[0.94685,0.000026917,0.04129461,0.006035397,0.0002662746,0.005086943,0.0003560299,0.00004010975,0.0000437339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08925234,"threshold_uncertainty_score":0.9935116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7991136026058968,"score_gpt":0.6397530699328442,"score_spread":0.1593605326730526,"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."}}