{"id":"W4309604541","doi":"10.3390/curroncol29110691","title":"Patterns of Extrathoracic Metastasis in Lung Cancer Patients","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Cancer Diagnosis and Treatment","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Chungnam National University Hospital","keywords":"Medicine; Metastasis; Lung cancer; Lung; Cancer; Bone metastasis; Adenocarcinoma; Carcinoma; Oncology; Pathology; Brain metastasis; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001000323,0.00008403737,0.0003167674,0.0001289656,0.00003004584,0.000001385475,0.00005368309,0.00002067096,0.001611945],"category_scores_gemma":[0.000011869,0.00007600054,0.00007764031,0.0001593129,0.00001379518,0.00001851313,0.00008119013,0.000165298,0.000001606349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008823805,"about_ca_system_score_gemma":0.000183471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002987922,"about_ca_topic_score_gemma":0.0003327081,"domain_scores_codex":[0.9991342,0.00008840658,0.0002495636,0.0001874829,0.000178788,0.0001615478],"domain_scores_gemma":[0.9996192,0.00004815641,0.0001093564,0.0001233582,0.0000456426,0.00005427811],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001066743,0.003130672,0.8233218,0.0001124891,0.00005205102,0.00001904421,0.0003896781,0.00002012315,0.00001827928,0.00003352015,0.001468972,0.1713267],"study_design_scores_gemma":[0.00423554,0.001253499,0.8998554,0.00009227588,0.000303222,0.000004975737,0.0001841712,0.0001112319,0.000445844,0.0000122659,0.09340692,0.00009461747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9896711,0.008021864,0.000006998148,0.0004938845,0.0009679925,0.0004307461,0.0002138596,0.000007972495,0.0001855725],"genre_scores_gemma":[0.9977951,0.001083246,0.00001831706,0.00008796422,0.00004508022,0.0008437674,0.00008851144,0.000009470577,0.00002855486],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.171232,"threshold_uncertainty_score":0.9993007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09043935228410391,"score_gpt":0.4470602481637915,"score_spread":0.3566208958796876,"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."}}