{"id":"W4319594407","doi":"10.3390/curroncol30020159","title":"Performance-Status Deterioration during Sequential Chemo-Radiotherapy as a Predictive Factor in Locally Advanced Non-Small Cell Lung Cancer","year":2023,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Chemoradiotherapy; Radiation therapy; Internal medicine; Lung cancer; Chemotherapy; Stage (stratigraphy); Performance status; Oncology; Cancer","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":[0.0006874691,0.0002219124,0.0002937134,0.0004125391,0.0002805029,0.0004197799,0.0002348987,0.0003213287,0.0004521842],"category_scores_gemma":[0.002862426,0.0001237168,0.0003705727,0.0006148967,0.000315649,0.0003419989,0.0003174519,0.0005562076,0.00009605971],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002731643,"about_ca_system_score_gemma":0.0002941425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001894888,"about_ca_topic_score_gemma":0.002672418,"domain_scores_codex":[0.9996684,0.0001180375,0.00004455907,0.00005168918,0.00007363279,0.00004369835],"domain_scores_gemma":[0.9978545,0.0005325347,0.001082427,0.00008062211,0.0001491563,0.0003006757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002946563,0.00001357464,0.9975089,0.000008391854,0.00001497152,0.00005705367,0.00002465355,0.00009920698,0.0002001305,0.000004042169,0.00003191816,0.001742619],"study_design_scores_gemma":[0.000003994878,0.000202511,0.9988748,0.000003337027,0.00002333028,0.0002295632,0.00004692019,0.0004310758,0.00007965379,0.00001499852,0.00008718756,0.000002623505],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990502,0.0006115906,0.00007017185,0.00003711169,0.000006522749,0.00000423297,0.00004093181,0.000002590906,0.0001766368],"genre_scores_gemma":[0.999801,0.00007596739,0.00002746713,0.000004874859,0.000007552346,0.000001512248,0.00005540904,5.845266e-7,0.00002573474],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001894888,"threshold_uncertainty_score":0.003767729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0391226719373842,"score_gpt":0.3819747488106321,"score_spread":0.3428520768732479,"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."}}