{"id":"W4237204017","doi":"10.12688/hrbopenres.13125.1","title":"Prioritising key motivators and challenges influencing informal carers’ decisions for participating in randomised trials: An embedded Study Within A before and after Trial (SWAT 55)","year":2020,"lang":"en","type":"preprint","venue":"HRB Open Research","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trinity College","funders":"Health Research Board","keywords":"Worry; Psychology; Psychological intervention; Nursing; Quality of life (healthcare); Medicine; Anxiety; Psychiatry","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","scholarly_communication"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.1807933,0.0004077404,0.003340388,0.0009517616,0.0005074046,0.001540871,0.0008292811,0.0004576943,0.00006905677],"category_scores_gemma":[0.0942438,0.0004556458,0.0001537324,0.0002739491,0.0001529652,0.001162019,0.002003885,0.001217736,0.00002508155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004988442,"about_ca_system_score_gemma":0.0009883539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003657123,"about_ca_topic_score_gemma":0.009150599,"domain_scores_codex":[0.9835037,0.005390392,0.008139464,0.001641249,0.0003934144,0.0009317796],"domain_scores_gemma":[0.985158,0.01089064,0.002247345,0.0008569668,0.0002634966,0.0005835363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.08063468,0.0008883041,0.117195,0.004004173,0.0007713271,0.0000381973,0.7728131,0.0009916647,0.0000023915,0.00818529,0.0004248461,0.01405105],"study_design_scores_gemma":[0.4324155,0.004918789,0.1351057,0.004091624,0.0001283357,0.000007754814,0.2947058,0.06103424,0.00001250123,0.06277735,0.002611229,0.002191164],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9702324,0.002207298,0.0001292703,0.004804427,0.0004297032,0.02162472,0.0003042152,0.00002648535,0.0002415269],"genre_scores_gemma":[0.9794446,0.0004974123,0.004610459,0.000358808,0.0005670153,0.01436309,0.00004670633,0.00007777926,0.00003412217],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4781072,"threshold_uncertainty_score":0.9997895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8451025962919718,"score_gpt":0.6015236023810074,"score_spread":0.2435789939109644,"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."}}