{"id":"W4320491162","doi":"10.3390/curroncol30020172","title":"Survival Benefits of Radiotherapy and Surgery in Lung Cancer Brain Metastases with Poor Prognosis Factors","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Brain Metastases and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Guangdong Medical Research Foundation; National Natural Science Foundation of China","keywords":"Medicine; Lung cancer; Radiosurgery; Radiation therapy; Anaplastic lymphoma kinase; Oncology; Internal medicine; Epidermal growth factor receptor; Hazard ratio; Cancer; Confidence interval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00041359,0.0001622054,0.0002918839,0.0003836045,0.0001984185,0.0001956795,0.0001234385,0.0001832947,0.001915953],"category_scores_gemma":[0.0016724,0.0000569294,0.0004536955,0.0003249999,0.0002409898,0.0002093532,0.0002810289,0.0002784522,0.0001360702],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002555882,"about_ca_system_score_gemma":0.0003277977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007687379,"about_ca_topic_score_gemma":0.002614973,"domain_scores_codex":[0.999805,0.00006156424,0.00001756077,0.00002283016,0.00003724301,0.00005583219],"domain_scores_gemma":[0.9988297,0.0004121777,0.0004418051,0.00003332378,0.00006154226,0.0002215579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001601391,0.00005513783,0.9749013,0.00008383288,0.0002156774,0.0003596299,0.00002048264,0.0003963786,0.0009142514,0.00005844,0.0002649439,0.0211286],"study_design_scores_gemma":[0.00003139823,0.0007500423,0.9962632,0.00001997368,0.000163948,0.001449867,0.00004881156,0.0003076941,0.0002702558,0.0001470976,0.0005425209,0.000005251216],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952596,0.003530804,0.0001751151,0.0001289652,0.00001063797,0.000006434189,0.000182317,0.000006263146,0.0006997861],"genre_scores_gemma":[0.9992753,0.0003563525,0.00006702675,0.00002379424,0.00001910295,0.000004298506,0.0001765063,0.000001163458,0.00007658289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001915953,"threshold_uncertainty_score":0.006409526,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1182775037817163,"score_gpt":0.4050507388119082,"score_spread":0.2867732350301919,"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."}}