{"id":"W4413105818","doi":"10.1093/noajnl/vdaf123.115","title":"RMTD-09 ‘CORE OUTCOME SET’ FOR LEPTOMENINGEAL DISEASE (LEPTOCOS): A MULTI-DISCIPLINARY, INTERNATIONAL, CONSENSUS EFFORT","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Delphi Technique in Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Randomized controlled trial; Systematic review; Clinical trial; Medical physics; Family medicine; Intensive care medicine; MEDLINE; Pathology; Political science","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":["metaresearch"],"category_scores_codex":[0.2586545,0.001940872,0.0112922,0.01238345,0.002118613,0.009182594,0.01059543,0.004944937,0.00987218],"category_scores_gemma":[0.3379228,0.00136275,0.01859348,0.01070048,0.00310588,0.004901941,0.01485136,0.008638182,0.00541885],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01131783,"about_ca_system_score_gemma":0.04761543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006363978,"about_ca_topic_score_gemma":0.008208548,"domain_scores_codex":[0.7816789,0.09910848,0.07984287,0.006623268,0.02955723,0.003189267],"domain_scores_gemma":[0.6587026,0.1825203,0.03830554,0.01880789,0.0934514,0.008212232],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002356042,0.0003171053,0.006909771,0.3170578,0.010164,0.000193152,0.002019597,0.002945072,0.001224972,0.04110068,0.2355164,0.3801954],"study_design_scores_gemma":[0.003977267,0.0007312704,0.02090798,0.4560423,0.01303265,0.0005753362,0.001362076,0.002713901,0.001926137,0.03166171,0.4667158,0.0003534901],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01498497,0.3564136,0.2026314,0.1307535,0.02422477,0.1030726,0.1126717,0.002759181,0.0524882],"genre_scores_gemma":[0.05589569,0.1102252,0.4977653,0.02716149,0.002849404,0.2076923,0.09110805,0.001748759,0.005553751],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7413455,"threshold_uncertainty_score":0.914211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2224947748820187,"score_gpt":0.5543146950260646,"score_spread":0.3318199201440458,"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."}}