{"id":"W4313593645","doi":"10.1016/j.neuchi.2022.101391","title":"Patients may be right: Clinical research should be designed in their best medical interest","year":2023,"lang":"en","type":"editorial","venue":"Neurochirurgie","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Centre Hospitalier de l’Université de Montréal; Health Sciences Centre","funders":"","keywords":"Medicine; Sciatica; Observational study; Randomized controlled trial; Randomization; Clinical trial; Research design; Clinical study design; Clinical research; Physical therapy; Surgery; Intensive care 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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01513251,0.0007133892,0.001724417,0.0009757451,0.0001930986,0.0001301343,0.001221896,0.0029892,0.001585969],"category_scores_gemma":[0.3203633,0.0005911907,0.0005453713,0.001269916,0.000638617,0.000250752,0.00125101,0.01189797,0.0007394811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000501022,"about_ca_system_score_gemma":0.003789725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008644519,"about_ca_topic_score_gemma":0.00446224,"domain_scores_codex":[0.9832199,0.003027188,0.004774462,0.00189683,0.005738659,0.001343024],"domain_scores_gemma":[0.887064,0.1061321,0.001041601,0.002053829,0.002258735,0.001449677],"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":[0.00186657,0.001907453,0.003450922,0.0001875992,0.0001122388,0.001208368,0.0000827803,5.227168e-7,0.000009888984,0.00001863318,0.9791009,0.01205415],"study_design_scores_gemma":[0.008207141,0.003035705,0.002638028,0.0009220701,0.0001963814,0.000005776717,0.0001771291,0.0001059532,0.0000186474,0.0001682103,0.9840914,0.0004335271],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.05393283,0.00005634108,0.00002033638,0.03641799,0.905297,0.002128363,0.0004952975,0.0002656438,0.001386197],"genre_scores_gemma":[0.01960926,0.003234517,0.0002143765,0.005691347,0.9603906,0.0003069168,0.006894435,0.0005535168,0.003105015],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3052308,"threshold_uncertainty_score":0.9996539,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.607101364745627,"score_gpt":0.5931521292685058,"score_spread":0.01394923547712124,"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."}}