{"id":"W3213085964","doi":"10.1136/bmjopen-2021-053969","title":"Investigating the impact of patient-centred labels on comprehension of medication dosing: a randomised controlled trial","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Health Literacy and Information Accessibility","field":"Health Professions","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"University of Queensland","keywords":"Dosing; Medicine; Health literacy; Comprehension; Literacy; Randomized controlled trial; Test (biology); Family medicine; Health care; Physical therapy; Surgery; Internal medicine; Psychology","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":[],"consensus_categories":[],"category_scores_codex":[0.01222516,0.001432363,0.004072876,0.0009149823,0.0008690627,0.001618661,0.001408887,0.004907075,0.01264044],"category_scores_gemma":[0.02780055,0.0009323281,0.003114254,0.001049168,0.0020708,0.002405789,0.00109005,0.003232919,0.001031948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001534412,"about_ca_system_score_gemma":0.003239273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001484714,"about_ca_topic_score_gemma":0.002072938,"domain_scores_codex":[0.9826484,0.01218068,0.001912155,0.001485362,0.001203918,0.0005694244],"domain_scores_gemma":[0.9845812,0.008374594,0.003744465,0.0008367334,0.0008341504,0.001628888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9528913,0.01072492,0.0007187215,0.006199168,0.001657863,0.00004465046,0.0002214068,0.0002443592,0.0006720104,0.0001800425,0.0006294386,0.02581613],"study_design_scores_gemma":[0.9356579,0.06122392,0.001028628,0.0003663807,0.0005631169,0.00001230155,0.00004092274,0.0001647548,0.0001519218,0.0001271273,0.0006451635,0.00001784794],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8852594,0.01762452,0.003399449,0.002971996,0.004423028,0.07858571,0.001430585,0.000324633,0.005980611],"genre_scores_gemma":[0.9038209,0.005704076,0.009590428,0.002514753,0.001548214,0.073537,0.0004758244,0.00003503128,0.002773865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01264044,"threshold_uncertainty_score":0.06465364,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1748528210445611,"score_gpt":0.520057026682656,"score_spread":0.3452042056380948,"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."}}