{"id":"W3183170268","doi":"10.21037/tlcr-21-533","title":"Oligometastatic non-small cell lung cancer: from biology to clinical practice","year":2021,"lang":"en","type":"article","venue":"Translational Lung Cancer Research","topic":"Lung Cancer Diagnosis and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"","keywords":"Medicine; Lung cancer; Clinical Practice; Medical physics; Bioinformatics; Oncology; Computational biology; Family medicine; Biology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0020134,0.0002248276,0.0004004996,0.001252921,0.0002666777,0.002509898,0.0005319559,0.001001835,0.06163537],"category_scores_gemma":[0.008967146,0.0001288956,0.0002334862,0.001718421,0.000485655,0.001720425,0.001092744,0.0009117555,0.02644058],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186023,"about_ca_system_score_gemma":0.002129168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00129053,"about_ca_topic_score_gemma":0.00114428,"domain_scores_codex":[0.9990982,0.0003075194,0.0001248674,0.00009002182,0.0002785119,0.000101031],"domain_scores_gemma":[0.9950825,0.002063311,0.0005559478,0.0002554526,0.0009981071,0.001044638],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003622037,0.00005217332,0.002248612,0.001120357,0.00001552205,0.0001823951,0.00006447647,0.000176028,0.0005212869,0.01481265,0.6082184,0.3722259],"study_design_scores_gemma":[0.00006886444,0.00005789562,0.006034283,0.001201749,0.00001584645,0.0006330524,0.0001037516,0.0001459592,0.0004973503,0.01137262,0.9798558,0.00001291582],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.01403442,0.1428375,0.005495342,0.3004177,0.01570267,0.0001917092,0.03558759,0.001716975,0.4840161],"genre_scores_gemma":[0.2902853,0.2683219,0.02006406,0.06937276,0.03103766,0.0004291401,0.05247635,0.00308576,0.264927],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.06163537,"threshold_uncertainty_score":0.2061909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09970969201186299,"score_gpt":0.5102623789734615,"score_spread":0.4105526869615985,"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."}}