{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009461598,0.001091724,0.001155335,0.002812605,0.0002940359,0.001177495,0.0009212265,0.001541574,0.002708462],"category_scores_gemma":[0.001151625,0.0003531653,0.0005670076,0.002456133,0.0007424877,0.001851214,0.0008989756,0.002012506,0.002934211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008058087,"about_ca_system_score_gemma":0.001099661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007395507,"about_ca_topic_score_gemma":0.0009151463,"domain_scores_codex":[0.999615,0.00006224806,0.00004789348,0.0000752749,0.0001599072,0.00003970744],"domain_scores_gemma":[0.9993919,0.0002507571,0.00007776429,0.00002547191,0.0002021667,0.00005187461],"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":[0.00007455268,0.00007489074,0.0005118913,0.009050778,0.00007591052,0.0002222116,0.000052967,0.0003318216,0.004414012,0.006011308,0.02611599,0.9530635],"study_design_scores_gemma":[0.000006721102,0.00005981427,0.0007559545,0.001307205,0.00005976803,0.001136988,0.00004026966,0.0001340857,0.001849506,0.002209542,0.9924194,0.00002077583],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000165953,0.9972915,0.0003856897,0.0004058451,0.0003058625,0.000006190158,0.00002642322,0.00001270326,0.001399723],"genre_scores_gemma":[0.001472344,0.9960456,0.000491727,0.0003362916,0.0002654318,0.00001439309,0.00006970528,0.000003497934,0.001300877],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002812605,"threshold_uncertainty_score":0.00906074,"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."}}