{"id":"W2084108395","doi":"10.1021/ac061134j","title":"DNA Detection on Plastic:  Surface Activation Protocol To Convert Polycarbonate Substrates to Biochip Platforms","year":2006,"lang":"en","type":"article","venue":"Analytical Chemistry","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Biochip; Chemistry; Polycarbonate; Microfluidics; DNA microarray; Substrate (aquarium); Fabrication; Nanotechnology; Biosensor; DNA; Reagent; Combinatorial chemistry; Materials science; Organic chemistry; Biochemistry; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003029312,0.001258785,0.0003824013,0.0005954207,0.000332998,0.0003190457,0.000812576,0.000470905,0.002622898],"category_scores_gemma":[0.0004203397,0.0004685123,0.0004283085,0.0004714913,0.0002513351,0.0003327004,0.0003320745,0.001225608,0.001919258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003113294,"about_ca_system_score_gemma":0.0004394488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004485477,"about_ca_topic_score_gemma":0.0008445133,"domain_scores_codex":[0.9996328,0.00004912672,0.00004141677,0.00006867072,0.0001534079,0.00005445705],"domain_scores_gemma":[0.9997501,0.00006849362,0.00004978219,0.00003628217,0.00006699162,0.00002833257],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00001842752,0.00002305526,0.00003475174,0.0001000975,0.000005897356,0.00006311635,0.00001345017,0.0001223162,0.9947948,0.0001711342,0.0002651483,0.004387848],"study_design_scores_gemma":[0.000007470323,0.00005756003,0.0003734945,0.000006586335,0.000007151853,0.0001626055,0.000004563617,0.0004778028,0.9885532,0.00006313123,0.0102758,0.00001072155],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.1894065,0.005982057,0.7851255,0.0007951316,0.0007672851,0.002995127,0.001978101,0.002997646,0.009952676],"genre_scores_gemma":[0.3374764,0.01053404,0.6180856,0.0007361338,0.0001920307,0.005646322,0.005101942,0.0005118512,0.02171565],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002622898,"threshold_uncertainty_score":0.008774459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006100313558905709,"score_gpt":0.216034948842069,"score_spread":0.2099346352831633,"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."}}