{"id":"W2768512267","doi":"10.3390/cancers9110155","title":"Current and Prospective Protein Biomarkers of Lung Cancer","year":2017,"lang":"en","type":"review","venue":"Cancers","topic":"Advanced biosensing and bioanalysis techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":175,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"Krasnoyarsk Region Science and Technology Support Fund; Russian Foundation for Basic Research","keywords":"Lung cancer; Biomarker; Biomarker discovery; Cancer; Pathology; Medicine; Metastasis; Cancer biomarkers; Lung; Aptamer; Biology; Internal medicine; Proteomics; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001060503,0.0002861443,0.0007573297,0.0000736424,0.00007883328,0.00001790808,0.0002024876,0.0002255237,0.000001358012],"category_scores_gemma":[0.00005011349,0.0002209289,0.0002637167,0.00007625906,0.0002948873,0.00000264491,0.000116991,0.0001339286,1.563424e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00024908,"about_ca_system_score_gemma":0.0007854002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007089063,"about_ca_topic_score_gemma":0.00005028383,"domain_scores_codex":[0.9989192,0.00004410051,0.0002740359,0.0004874269,0.00009533203,0.0001798752],"domain_scores_gemma":[0.9988375,0.000004374295,0.0005468717,0.0004554968,0.00009522172,0.00006054325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001556849,0.00000521327,0.00004172784,0.004808633,0.0004964403,9.770625e-7,0.000004410247,1.381126e-7,0.0007698977,0.000008131583,0.0007082255,0.9931406],"study_design_scores_gemma":[0.0001000644,0.00005737369,0.000005156759,0.007870436,0.0005689847,0.000003616049,0.000003140939,0.000004279215,0.006984229,0.00001033006,0.984089,0.0003034264],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001649188,0.9985804,0.00005058064,0.00000480478,0.0001040372,0.0007328299,0.0001626483,0.00001299944,0.0001867746],"genre_scores_gemma":[0.001205124,0.9978165,0.000275896,0.000003803363,0.0001812577,0.0002012791,0.00007508168,0.00003055592,0.0002105056],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9928372,"threshold_uncertainty_score":0.9009219,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03127664266038343,"score_gpt":0.3923004119893335,"score_spread":0.36102376932895,"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."}}