{"id":"W2755397542","doi":"10.2147/ppa.s135457","title":"Questioning patient engagement: research scientists’ perceptions of the challenges of patient engagement in a cardiovascular research network","year":2017,"lang":"en","type":"article","venue":"Patient Preference and Adherence","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":128,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McMaster University; Hamilton Health Sciences","funders":"Heart and Stroke Foundation of Canada","keywords":"Thematic analysis; Medicine; Meaning (existential); Perception; Medical education; Value (mathematics); Public relations; Health care; Qualitative research; Psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.1698879,0.0005549275,0.0009495129,0.002028994,0.02567242,0.01814103,0.003820466,0.005583046,0.003853555],"category_scores_gemma":[0.2005231,0.0008481624,0.0008851417,0.002233783,0.02816065,0.01328782,0.02301968,0.01148793,0.0004846559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02016027,"about_ca_system_score_gemma":0.05247236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02347461,"about_ca_topic_score_gemma":0.02133111,"domain_scores_codex":[0.7065988,0.2611637,0.006750599,0.003741457,0.01241728,0.009328126],"domain_scores_gemma":[0.6924128,0.2394798,0.0225036,0.005580154,0.01929424,0.0207294],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000435184,0.0000514229,0.007655745,0.0003401945,0.00001868064,0.0003871082,0.9750112,0.00007616878,0.0002543358,0.003976918,0.002155712,0.01002904],"study_design_scores_gemma":[0.00001090684,0.00008458315,0.001444692,0.0003617124,0.00001134101,0.000246706,0.9771544,0.0001558016,0.0001236648,0.001974986,0.01840277,0.00002835811],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7793707,0.00523618,0.01277759,0.1709074,0.0008086735,0.001155821,0.000182822,0.0001172477,0.02944356],"genre_scores_gemma":[0.9853022,0.001371818,0.002563617,0.009335185,0.0001083949,0.0004467923,0.00003326487,0.00002987839,0.0008087983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8301121,"threshold_uncertainty_score":0.8984637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6770369788017673,"score_gpt":0.5169007293568754,"score_spread":0.1601362494448919,"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."}}