{"id":"W4210484722","doi":"10.1016/j.neuchi.2022.02.002","title":"Understanding intent to treat analyses: An important lesson from the international cooperative study on the timing of aneurysm surgery","year":2022,"lang":"en","type":"review","venue":"Neurochirurgie","topic":"Aortic aneurysm repair treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Observational study; Randomized controlled trial; Medicine; Randomization; Protocol (science); Comparative effectiveness research; Surgery; Medical physics; Alternative medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.05261905,0.001084353,0.007010949,0.002046686,0.0004160106,0.004000613,0.003151775,0.004089409,0.002652614],"category_scores_gemma":[0.110726,0.0006362434,0.003624152,0.002978185,0.002945098,0.00507499,0.001313321,0.01056251,0.0006560673],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00177841,"about_ca_system_score_gemma":0.004733547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002615721,"about_ca_topic_score_gemma":0.004223961,"domain_scores_codex":[0.9754261,0.01846272,0.002392163,0.001161538,0.002349017,0.0002085297],"domain_scores_gemma":[0.7929165,0.1962985,0.003810446,0.002329016,0.004246791,0.0003987903],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008362563,0.0001244032,0.002243561,0.06413952,0.008154509,0.0001592954,0.0008410551,0.00164508,0.0003425358,0.05526985,0.08543088,0.780813],"study_design_scores_gemma":[0.001678085,0.0007701501,0.006045315,0.137239,0.01338121,0.000903876,0.0007486352,0.003119421,0.0004525254,0.2367821,0.5985579,0.000321764],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002393724,0.9792312,0.004260109,0.01325133,0.002210739,0.00003339893,0.0001439412,0.00001727589,0.0006125742],"genre_scores_gemma":[0.0120093,0.9406593,0.01089363,0.02521516,0.01009503,0.0003241188,0.0002506406,0.0000756728,0.0004770601],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.947381,"threshold_uncertainty_score":0.2782795,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6002918331874945,"score_gpt":0.4503818937984879,"score_spread":0.1499099393890066,"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."}}