{"id":"W4214814540","doi":"10.1016/j.jht.2022.02.001","title":"The patient voice in research is fundamental to research impact","year":2022,"lang":"en","type":"editorial","venue":"Journal of Hand Therapy","topic":"Mental Health and Patient Involvement","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Foundation (evidence); Outcomes research; Psychology; Medicine; Alternative medicine; Political science; Pathology","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","sts","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.02904218,0.0002735706,0.0006012368,0.001112173,0.004734003,0.0001071847,0.001098403,0.0004612364,0.002609791],"category_scores_gemma":[0.000629717,0.0001599056,0.0002295872,0.001100612,0.0001594043,0.0001119768,0.000476785,0.01123354,0.0002351853],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.004849765,"about_ca_system_score_gemma":0.0057543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00331009,"about_ca_topic_score_gemma":0.001029965,"domain_scores_codex":[0.98188,0.007866924,0.001877137,0.0003505941,0.006307484,0.001717864],"domain_scores_gemma":[0.9846691,0.01140029,0.000790928,0.0005623897,0.001929928,0.0006472816],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.005688822,0.0003894266,0.002389954,0.0001632781,0.00007458011,0.00004481368,0.02098609,0.000003014237,0.00004324022,0.00001057073,0.9608981,0.00930811],"study_design_scores_gemma":[0.002271947,0.01099072,0.0003013656,0.001140725,0.000002980049,0.00000138096,0.01229123,0.000001957681,0.0000381038,0.0006833506,0.9721407,0.0001355073],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.3084881,0.009000928,6.225948e-7,0.002231327,0.6752666,0.003024184,0.000452376,0.000004527475,0.001531339],"genre_scores_gemma":[0.04574082,0.03631736,0.00005004005,0.002172407,0.9050106,0.001149057,0.0003031906,0.0001909183,0.00906554],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2627473,"threshold_uncertainty_score":0.9998822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5604423892884995,"score_gpt":0.6349952419631598,"score_spread":0.07455285267466027,"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."}}