{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.146832,0.002130716,0.001146385,0.01091103,0.01121384,0.01713641,0.007181946,0.00838569,0.003605778],"category_scores_gemma":[0.09325361,0.001030108,0.002584404,0.00546574,0.0531961,0.02184086,0.01613919,0.01145464,0.0007795751],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02432007,"about_ca_system_score_gemma":0.0530409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004951567,"about_ca_topic_score_gemma":0.006600703,"domain_scores_codex":[0.8124734,0.1635061,0.006827827,0.004270134,0.009674254,0.003248313],"domain_scores_gemma":[0.8684918,0.08835716,0.009144988,0.005767652,0.01811641,0.01012203],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002781967,0.000172844,0.002381747,0.001104893,0.00004136743,0.0005034109,0.1159007,0.0009732891,0.0003460941,0.8458827,0.004302213,0.028363],"study_design_scores_gemma":[0.0001298677,0.0003295834,0.001740807,0.005950512,0.0001079158,0.001584614,0.178303,0.004617737,0.0005515718,0.670408,0.1361349,0.0001415212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.04028578,0.007048487,0.574281,0.2366875,0.001628326,0.005974459,0.0002739098,0.0004216548,0.1333988],"genre_scores_gemma":[0.4972956,0.003228113,0.4793852,0.01039686,0.0002880653,0.006317492,0.0003366936,0.00008106093,0.002670765],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.853168,"threshold_uncertainty_score":0.7765312,"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."}}