{"id":"W1980071267","doi":"10.1002/1097-0142(20010601)91:11<2122::aid-cncr1240>3.0.co;2-8","title":"Cerebrospinal fluid gastrin releasing peptide in the diagnosis of leptomeningeal metastases from small cell carcinoma","year":2001,"lang":"en","type":"article","venue":"Cancer","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital","funders":"","keywords":"Medicine; Cerebrospinal fluid; Pathology; Malignancy; Lumbar puncture; Autopsy; Gastrin-releasing peptide; Carcinoma; Cytology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001310193,0.0001652544,0.0003311351,0.00007556479,0.0000460603,0.00001347447,0.0001108004,0.00003973499,0.0006566168],"category_scores_gemma":[0.00003015543,0.0001116014,0.0001309208,0.0002467808,0.00006292772,0.00003838077,0.00002908111,0.0001483457,0.000009740473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001345193,"about_ca_system_score_gemma":0.0001071791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006421557,"about_ca_topic_score_gemma":0.0004961445,"domain_scores_codex":[0.9988737,0.0001036618,0.0002729246,0.0002559236,0.0002199424,0.0002738171],"domain_scores_gemma":[0.9992871,0.0001742405,0.0000970615,0.0003151807,0.00004492608,0.00008146234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003312082,0.0004096064,0.9794413,0.00005868897,0.00007337869,0.0003387806,0.0006930849,0.00005945574,0.001286722,0.00002920021,0.002018656,0.01525986],"study_design_scores_gemma":[0.003743866,0.0006142532,0.9589733,0.0002259778,0.0005309166,0.00003963571,0.001191073,0.00006000153,0.02075008,0.00004625718,0.01367173,0.0001529391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9895723,0.0081098,0.00004738106,0.0008638412,0.00008746313,0.0003342965,0.0001404696,0.00001187828,0.000832495],"genre_scores_gemma":[0.9966327,0.0008674447,0.001463906,0.000457735,0.0001909141,0.0001682883,0.00005834377,0.00001967795,0.000140982],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02046809,"threshold_uncertainty_score":0.9707516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04341016047282221,"score_gpt":0.2901415431601116,"score_spread":0.2467313826872894,"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."}}