{"id":"W4414624070","doi":"10.1080/09638288.2025.2564917","title":"A response to a letter to the editor: in response to Burk et al. (2025)","year":2025,"lang":"en","type":"article","venue":"Disability and Rehabilitation","topic":"Pharmaceutical industry and healthcare","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Children's Hospital; University of British Columbia","funders":"Canadian Institutes of Health Research; Canada Research Chairs; Muscular Dystrophy Canada","keywords":"Perspective (graphical); MEDLINE; Qualitative research; Affect (linguistics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005068878,0.001494716,0.002009013,0.000971622,0.003605746,0.00579868,0.003117486,0.04592692,0.0141841],"category_scores_gemma":[0.04453978,0.001118789,0.001761211,0.0009336802,0.002423486,0.004473635,0.002043229,0.04547417,0.01485748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003952669,"about_ca_system_score_gemma":0.007349064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004336669,"about_ca_topic_score_gemma":0.008982992,"domain_scores_codex":[0.9961696,0.0008113616,0.0005907929,0.0004928216,0.00132157,0.0006138442],"domain_scores_gemma":[0.9796454,0.006737683,0.001456482,0.0004795371,0.007559284,0.004121547],"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":[0.00002868458,0.00001515075,0.0001425093,0.00005360258,0.000007818189,0.0003352769,0.00003642565,0.0000163983,0.00004839164,0.0002025274,0.9972729,0.001840319],"study_design_scores_gemma":[0.00007457021,0.00005685855,0.001062958,0.0003787201,0.00003316786,0.001340155,0.0003856356,0.0002099685,0.0001953515,0.001339839,0.9948544,0.00006828826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001960546,0.001351086,0.0001107243,0.8111354,0.1859587,0.00002054935,0.0000852598,0.00005308598,0.001089196],"genre_scores_gemma":[0.001411135,0.0009888024,0.0001974333,0.8909278,0.1006062,0.00004205988,0.00004524381,0.00003731,0.005744044],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04592692,"threshold_uncertainty_score":0.04745048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1420490590194051,"score_gpt":0.5299333087497563,"score_spread":0.3878842497303512,"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."}}