{"id":"W3171342080","doi":"10.1186/s12910-021-00648-w","title":"What does engagement mean to participants in longitudinal cohort studies? A qualitative study","year":2021,"lang":"en","type":"article","venue":"BMC Medical Ethics","topic":"Health, Environment, Cognitive Aging","field":"Environmental Science","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Economic and Social Research Council; Medical Research Council; University of Bristol; Wellcome Trust","keywords":"Thematic analysis; Psychology; Qualitative research; Philosophy of medicine; Grounded theory; Cohort; Confidentiality; Social psychology; Medical education; Applied psychology; Medicine; Sociology; Alternative medicine","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":[0.1107646,0.0006796084,0.001197488,0.002759561,0.01449152,0.007034911,0.003024385,0.003459604,0.003128937],"category_scores_gemma":[0.1045334,0.001199554,0.001015215,0.002995975,0.01416399,0.008544153,0.008964977,0.004938093,0.000472746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009791779,"about_ca_system_score_gemma":0.01085682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007608601,"about_ca_topic_score_gemma":0.01021658,"domain_scores_codex":[0.9103478,0.0780533,0.002261123,0.002786911,0.00328086,0.003269983],"domain_scores_gemma":[0.859556,0.1170947,0.00531887,0.003112621,0.008235494,0.006682434],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003533971,0.00005080446,0.002460959,0.0002560488,0.000006090739,0.00047448,0.9913604,0.00002041476,0.0002825981,0.001389829,0.000468055,0.003194999],"study_design_scores_gemma":[0.00001244015,0.00009964902,0.001132631,0.0006457189,0.000006406471,0.0002505508,0.987601,0.00009132987,0.0001311922,0.0007825186,0.009231383,0.00001520773],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405434,0.00500778,0.02041854,0.02109205,0.0005385611,0.003292664,0.0005980384,0.00008580551,0.00842308],"genre_scores_gemma":[0.9763169,0.003071881,0.008793041,0.004239574,0.0001206401,0.004629047,0.0001684461,0.00006097178,0.002599399],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8892354,"threshold_uncertainty_score":0.5857862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2988304134294695,"score_gpt":0.505062906914039,"score_spread":0.2062324934845695,"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."}}