{"id":"W6977294717","doi":"10.6084/m9.figshare.21321598","title":"Additional file 1 of Data-driven identification of plasma metabolite clusters and metabolites of interest for potential detection of early-stage non-small cell lung cancer cases versus cancer-free controls","year":2022,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; CancerCare Manitoba","funders":"","keywords":"Metabolite; Identification (biology); Lung cancer; Cancer; Cell; Metabolomics","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":[0.001741858,0.001602499,0.00142613,0.001931345,0.0008967726,0.001682957,0.001879805,0.00123343,0.7575622],"category_scores_gemma":[0.01839275,0.0005912151,0.001052559,0.002165439,0.0003002346,0.001102689,0.001156247,0.000932676,0.1504123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008301693,"about_ca_system_score_gemma":0.001720235,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004257076,"about_ca_topic_score_gemma":0.008086188,"domain_scores_codex":[0.9992963,0.0001047082,0.00008448029,0.000252856,0.0001646389,0.00009696489],"domain_scores_gemma":[0.9865816,0.01051011,0.0005837082,0.0007345066,0.001238327,0.0003518016],"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":[0.0009649811,0.0002055444,0.004497792,0.003761071,0.0001369501,0.0001399215,0.0000638874,0.0008935573,0.0009646996,0.0005730843,0.9759299,0.01186857],"study_design_scores_gemma":[0.01001822,0.000944818,0.05972462,0.003044958,0.0006914338,0.001218927,0.0004530041,0.008502074,0.007813255,0.01492123,0.8923074,0.000360039],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"empirical","genre_scores_codex":[0.000253395,0.00001902586,0.0004708798,0.00005638828,0.00001950499,0.00006314597,0.998137,0.000632313,0.0003483016],"genre_scores_gemma":[0.006914464,0.00009260463,0.006201958,0.0004819387,0.00007623967,0.001543428,0.9787905,0.001583341,0.004315511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7575622,"threshold_uncertainty_score":0.3458081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06837858132745077,"score_gpt":0.3024027207798577,"score_spread":0.234024139452407,"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."}}