{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001188888,0.0002336895,0.0003843938,0.0003639503,0.000858662,0.00007769247,0.001085191,0.000214382,0.0001215286],"category_scores_gemma":[0.003256813,0.0002335812,0.0001948747,0.0004861426,0.001234229,0.0002444391,0.0004035604,0.000424554,0.00003719938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00043136,"about_ca_system_score_gemma":0.0007939097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006112114,"about_ca_topic_score_gemma":0.000778391,"domain_scores_codex":[0.9973094,0.0002423086,0.0005452391,0.000676952,0.0005080869,0.000718019],"domain_scores_gemma":[0.9961998,0.002592045,0.0002155331,0.0003505356,0.0003740794,0.000268046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003070129,0.001375595,0.7237538,0.0003620214,0.0002029692,0.0008693377,0.004182396,0.0005039497,0.005004206,0.08037898,0.08257501,0.09772163],"study_design_scores_gemma":[0.001659048,0.0002734537,0.00627814,0.00004856239,0.00004669794,0.000005418679,0.002365061,0.001041566,0.0002925844,0.01597262,0.9717221,0.000294787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.503262,0.003028572,0.02088487,0.2791791,0.02277192,0.01907982,0.0008324334,0.003278124,0.1476831],"genre_scores_gemma":[0.9636179,0.0004691239,0.02141869,0.001893119,0.0005965249,0.003030985,0.00005256975,0.0000512183,0.008869847],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.889147,"threshold_uncertainty_score":0.9525167,"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."}}