{"id":"W2004577986","doi":"10.1081/copd-120039810","title":"A Lung Tissue Bank for Gene Expression Studies in Chronic Obstructive Pulmonary Disease","year":2004,"lang":"en","type":"article","venue":"COPD Journal of Chronic Obstructive Pulmonary Disease","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Laser capture microdissection; Fixative; Molecular biology; RNA; Frozen section procedure; Reverse transcriptase; Lung; Biology; Microdissection; Pathology; Gene expression; Chemistry; Gene; Medicine; Biochemistry","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":[0.001332996,0.0006791157,0.001228568,0.002655022,0.001035292,0.0007225454,0.001466157,0.0008864876,0.02708172],"category_scores_gemma":[0.00116458,0.0003898071,0.0005816012,0.002523813,0.000261509,0.0003560499,0.0006607207,0.0009663642,0.01634782],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003426859,"about_ca_system_score_gemma":0.001434995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001234848,"about_ca_topic_score_gemma":0.003204912,"domain_scores_codex":[0.9990127,0.0001671522,0.0001430823,0.0002433554,0.000316554,0.0001172388],"domain_scores_gemma":[0.9986171,0.0002081344,0.00005699495,0.0003067692,0.000622932,0.0001880406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003555224,0.0005762097,0.01322878,0.001687986,0.0001724779,0.002911436,0.0002884173,0.0002201432,0.8313131,0.002108888,0.04428405,0.09965344],"study_design_scores_gemma":[0.002313972,0.004074197,0.1619221,0.0009481395,0.0009366167,0.02092189,0.0003084206,0.002080987,0.1990061,0.00109941,0.6062518,0.0001364816],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.3692864,0.06598823,0.1360752,0.00374652,0.005094751,0.02662428,0.303423,0.004222427,0.08553924],"genre_scores_gemma":[0.2292237,0.0250459,0.1738186,0.00322793,0.001343658,0.02594552,0.4536878,0.0007763914,0.08693041],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.02708172,"threshold_uncertainty_score":0.09059739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01295763562114253,"score_gpt":0.305650449236536,"score_spread":0.2926928136153935,"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."}}