{"id":"W1964127544","doi":"10.3747/co.20.1481","title":"Survival of Patients with Non-Small-Cell Lung Cancer after a Diagnosis of Brain Metastases","year":2013,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":242,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Juravinski Cancer Centre","funders":"","keywords":"Medicine; Cohort; Brain metastasis; Lung cancer; Cancer; Chemotherapy; Brain tumor; Internal medicine; Retrospective cohort study; Oncology; Lung; Surgery; Metastasis; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001296577,0.0001782514,0.0006121453,0.0001012701,0.00001677714,0.000003230214,0.00007012737,0.00005728598,0.001533754],"category_scores_gemma":[0.00004010888,0.0001178987,0.0001207803,0.000153107,0.0001177537,0.00004405186,0.00005665541,0.0001138331,0.00001037604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000100307,"about_ca_system_score_gemma":0.0001891547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003243202,"about_ca_topic_score_gemma":0.0001467238,"domain_scores_codex":[0.9988438,0.0001251909,0.0003412811,0.0002383913,0.0002072778,0.0002440495],"domain_scores_gemma":[0.9988057,0.0002823648,0.0002325729,0.0002499421,0.0002970977,0.0001323314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003122298,0.003693001,0.9559142,0.0005225879,0.000304525,0.000009480885,0.0002441218,0.000004154681,0.00002869995,0.00001308467,0.004558164,0.03439572],"study_design_scores_gemma":[0.008348753,0.002592173,0.9720289,0.0002650463,0.001164458,0.000001348357,0.0001149918,0.00004992045,0.001759802,0.00001041763,0.01351377,0.000150458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940854,0.00334003,0.0001175221,0.0005123829,0.0003708649,0.001104137,0.0002775385,0.000008602832,0.0001835564],"genre_scores_gemma":[0.9975689,0.000250841,0.0008840618,0.0001130558,0.00005585929,0.000945655,0.0001079095,0.00002018844,0.00005350202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03424527,"threshold_uncertainty_score":0.999379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03589798764988819,"score_gpt":0.3426518678759343,"score_spread":0.3067538802260461,"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."}}