{"id":"W4224858465","doi":"10.3390/curroncol29050248","title":"Evolution of the Surgical Management of Lung Cancer Invading the Spine: A Single Center Experience","year":2022,"lang":"en","type":"article","venue":"Current Oncology","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Surgery; Lung cancer; Chemoradiotherapy; Single Center; Cancer; Pneumonectomy; Overall survival; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007093168,0.0005564666,0.0003677538,0.0008734501,0.0009398526,0.0007912423,0.0005419581,0.0006945662,0.00109509],"category_scores_gemma":[0.001667011,0.0003922287,0.0005441816,0.0007676475,0.0004809617,0.0005246714,0.0009169394,0.0005809886,0.0003984764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006484202,"about_ca_system_score_gemma":0.0005762379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001148579,"about_ca_topic_score_gemma":0.003217203,"domain_scores_codex":[0.9993186,0.0001799238,0.0001029295,0.0001236272,0.000119495,0.0001554501],"domain_scores_gemma":[0.9988531,0.0001639454,0.0003709798,0.00008171547,0.00008483115,0.0004454679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002547649,0.0007878449,0.9599066,0.0000578984,0.00008774062,0.01616754,0.001052736,0.000360063,0.002446377,0.00007114042,0.000341152,0.01846626],"study_design_scores_gemma":[0.0000800659,0.004595689,0.8826641,0.00008256785,0.0001038318,0.104716,0.002966141,0.0009783537,0.001705027,0.0001447086,0.001885635,0.0000778415],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989998,0.0004009898,0.0001689793,0.00004858327,0.00000693539,0.00001575673,0.00002671052,0.000004650445,0.0003277365],"genre_scores_gemma":[0.9984149,0.0006878603,0.0004364332,0.00007711531,0.00004187064,0.00001866515,0.0001210903,0.000005607116,0.0001964755],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001148579,"threshold_uncertainty_score":0.004704654,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06573048466039964,"score_gpt":0.407070061696394,"score_spread":0.3413395770359943,"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."}}