{"id":"W4413106010","doi":"10.1093/noajnl/vdaf123.068","title":"NCTQ-10 INPATIENT CARE COSTS AND ASSOCIATED REIMBURSEMENTS FOR PATIENTS WITH LEPTOMENINGEAL METASTATIC DISEASE: A REAL-WORLD CLAIMS-BASED ANALYSIS","year":2025,"lang":"en","type":"article","venue":"Neuro-Oncology Advances","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Emergency medicine; Descriptive statistics; Inpatient care; Health care; Retrospective cohort study; Payment; Internal medicine; Finance; Statistics","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":[0.003146465,0.0003667565,0.0006453617,0.003673891,0.0003781695,0.00183117,0.0009406978,0.0005884315,0.003479666],"category_scores_gemma":[0.01420334,0.0002786485,0.00138082,0.007223139,0.0003651955,0.0008582719,0.001143968,0.0008344515,0.000558224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002057326,"about_ca_system_score_gemma":0.001440115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01434636,"about_ca_topic_score_gemma":0.00975633,"domain_scores_codex":[0.9963782,0.0009781166,0.0008721653,0.0004729533,0.0009807048,0.0003177994],"domain_scores_gemma":[0.9863172,0.003771384,0.007172028,0.0004801411,0.001582482,0.0006768186],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002346075,0.00007849874,0.9956446,0.000107105,0.0002267623,0.00009028363,0.00006105576,0.000446842,0.00002963686,0.0001381166,0.001199732,0.001742814],"study_design_scores_gemma":[0.00005301053,0.0001141563,0.9915524,0.0001229245,0.0001526397,0.0004152213,0.0004761748,0.005698224,0.00006808076,0.0001312838,0.001197091,0.00001885896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762873,0.000519919,0.0003464224,0.0002360089,0.0000143131,0.0001217159,0.02136617,0.00001211857,0.001096034],"genre_scores_gemma":[0.9840332,0.0002132961,0.0003869565,0.00007467545,0.00003899391,0.0001353071,0.0149617,0.000006868769,0.0001491142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01434636,"threshold_uncertainty_score":0.02852571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01006696903054754,"score_gpt":0.3276402016282278,"score_spread":0.3175732325976802,"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."}}