{"id":"W4322496324","doi":"10.3390/curroncol30030210","title":"Patient Engagement in Health Research: Perspectives from Patient Participants","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Horizon Health Network; University of Toronto; Dr. Everett Chalmers Regional Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medical education; Relevance (law); Medicine; Qualitative research; Multidisciplinary approach; Health care; Psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.005211301,0.0002237137,0.0005174563,0.0005935162,0.00115981,0.000007154523,0.0002209898,0.0001688477,0.001076908],"category_scores_gemma":[0.0004330043,0.0002020952,0.00006516974,0.0009894364,0.0001377111,0.00008110338,0.0005964858,0.00189079,0.003223169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003473868,"about_ca_system_score_gemma":0.00146443,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716068,"about_ca_topic_score_gemma":0.002378805,"domain_scores_codex":[0.9862718,0.00834791,0.001527242,0.0007057756,0.0008191298,0.002328146],"domain_scores_gemma":[0.9959595,0.002243768,0.0004094444,0.0004609709,0.0002380388,0.0006882762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003957248,0.002594687,0.1917363,0.001012049,0.0000267185,0.00004006715,0.3873551,0.0000393609,0.00002333775,0.002342467,0.09808102,0.3163533],"study_design_scores_gemma":[0.00176892,0.002530456,0.03482939,0.001309852,0.000004239951,1.247462e-7,0.1752843,0.0004112348,0.00002193767,0.002215725,0.7814305,0.0001932669],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9805774,0.003347526,0.000008840596,0.003498107,0.005490605,0.003494183,0.0001852429,0.0001533442,0.003244713],"genre_scores_gemma":[0.9925141,0.002591629,0.0001239263,0.001254502,0.0003396945,0.00241063,0.0005869673,0.00003317509,0.0001453409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6833495,"threshold_uncertainty_score":0.9998363,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8969718862613896,"score_gpt":0.662983066323251,"score_spread":0.2339888199381386,"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."}}