{"id":"W6976513348","doi":"10.60692/jhsm2-tpn86","title":"Additional file 4 of Potential clinical utility of liquid biopsy in early-stage non-small cell lung cancer","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Language, Metaphor, and Cognition","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Liquid biopsy; Lung cancer; Table (database); Biopsy; Value (mathematics); Needle biopsy","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002247098,0.0008931635,0.001278127,0.001763399,0.0007597166,0.001252017,0.001461177,0.001408316,0.8046566],"category_scores_gemma":[0.05134437,0.0003968622,0.001335409,0.00245629,0.000187368,0.001536705,0.0008598865,0.0009331435,0.07475466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001244864,"about_ca_system_score_gemma":0.001435572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00746537,"about_ca_topic_score_gemma":0.0109618,"domain_scores_codex":[0.9986155,0.0003413355,0.0003049533,0.0002964219,0.0002806873,0.0001610524],"domain_scores_gemma":[0.9620761,0.02980235,0.002792124,0.001502326,0.003313116,0.0005139872],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001185008,0.0001331469,0.009579051,0.004506983,0.0001686683,0.0001039352,0.00006246901,0.0006815268,0.00008448454,0.001023082,0.9668769,0.01559485],"study_design_scores_gemma":[0.02027852,0.001165953,0.1447195,0.01776038,0.001372079,0.001888177,0.001082849,0.008077153,0.001670014,0.02958714,0.7720218,0.0003764057],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.0004332913,0.00005555103,0.00027541,0.0002151927,0.0000297646,0.0001401512,0.9972627,0.0001142986,0.001473565],"genre_scores_gemma":[0.04357594,0.0005343145,0.005254629,0.002121556,0.0004349775,0.006231291,0.9121373,0.0007026613,0.02900728],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8046566,"threshold_uncertainty_score":0.2786337,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0378176207646358,"score_gpt":0.2850426745685433,"score_spread":0.2472250538039075,"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."}}