{"id":"W4403483237","doi":"10.1093/neuonc/noae144.300","title":"P17.13.B NANO-LM: AN UPDATED SCORECARD FOR THE CLINICAL ASSESSMENT OF PATIENTS WITH LEPTOMENINGEAL METASTASES","year":2024,"lang":"en","type":"article","venue":"Neuro-Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Balanced scorecard; Nano-; Medicine; Medical physics; Radiology; Internal medicine; Engineering; Process management; Chemical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.01435007,0.0006235196,0.001209387,0.002884289,0.0004916501,0.001414949,0.0012269,0.001010847,0.00548997],"category_scores_gemma":[0.0323974,0.0002179859,0.001554083,0.001958967,0.0004652891,0.001488054,0.002582487,0.001275391,0.002219762],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002403342,"about_ca_system_score_gemma":0.002945642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001798929,"about_ca_topic_score_gemma":0.0018677,"domain_scores_codex":[0.9876079,0.005770416,0.003739335,0.0004188222,0.001813304,0.0006503086],"domain_scores_gemma":[0.977205,0.007675246,0.005409096,0.0008488641,0.006913644,0.001948112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.00205213,0.001482505,0.3233939,0.00290349,0.0008344367,0.0002830112,0.0009821383,0.005233287,0.001533551,0.005419615,0.1755313,0.4803506],"study_design_scores_gemma":[0.001519014,0.001940307,0.8480709,0.001860787,0.000337031,0.0008950414,0.001754444,0.01708485,0.00144247,0.007056636,0.1177473,0.0002910889],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7400472,0.004892835,0.04777022,0.02231488,0.001838248,0.03680026,0.04725461,0.001690003,0.09739171],"genre_scores_gemma":[0.8017772,0.002115182,0.1268171,0.002826998,0.0004058265,0.02817205,0.03134694,0.0001664335,0.006372193],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01435007,"threshold_uncertainty_score":0.07589132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05507463530015985,"score_gpt":0.4087459070068606,"score_spread":0.3536712717067008,"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."}}