{"id":"W2979857875","doi":"10.1182/blood.v106.11.3343.3343","title":"International Primary Central Nervous System Lymphoma Collaborative Group (IPCG) Study on Low-Grade Primary Central Nervous System Lymphoma in Immunocompetent Patients.","year":2005,"lang":"en","type":"article","venue":"Blood","topic":"CNS Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Primary central nervous system lymphoma; Medicine; Radiation therapy; Lymphoma; Chemotherapy; Internal medicine; Central nervous system; Performance status; Oncology; Surgery","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":[0.001004663,0.0004028384,0.0005159648,0.0007234111,0.0004024246,0.00067221,0.0003516507,0.0004714846,0.001760534],"category_scores_gemma":[0.002395021,0.0002269871,0.0003758006,0.001435114,0.000315445,0.0006350396,0.0005329687,0.0004384912,0.0003106786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005549692,"about_ca_system_score_gemma":0.0005329235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00381553,"about_ca_topic_score_gemma":0.00428766,"domain_scores_codex":[0.9992101,0.0003105635,0.00008066176,0.0001398298,0.0001152992,0.0001435526],"domain_scores_gemma":[0.9985134,0.00024685,0.0004793028,0.0001328436,0.0002157128,0.0004118166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004222912,0.00003244404,0.99732,0.00002965707,0.0000906095,0.0002170334,0.00003806304,0.00006430699,0.0001473479,0.00002160431,0.000368399,0.001248246],"study_design_scores_gemma":[0.0001587122,0.0002691713,0.9975138,0.00002348155,0.00008570564,0.0008405324,0.00009564831,0.000103885,0.00003849052,0.00003085521,0.0008352517,0.00000458303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936211,0.00158853,0.0001797623,0.0001280613,0.00003391834,0.0001019662,0.002392842,0.000006806666,0.001947112],"genre_scores_gemma":[0.9970264,0.0002736385,0.0000696656,0.00009357596,0.00003826513,0.00006335363,0.002231853,0.00000299185,0.0002002429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00381553,"threshold_uncertainty_score":0.007586658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006117688135648124,"score_gpt":0.2140263418011896,"score_spread":0.2079086536655415,"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."}}