{"id":"W1621925212","doi":"","title":"Multi-site, multi-country evaluation of analytical and operational performance of a low-mid volume chemiluminescent immunoassay analyzer.","year":2009,"lang":"en","type":"article","venue":"PubMed","topic":"Biosensors and Analytical Detection","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Spectrum analyzer; Detection limit; Immunoassay; Chemiluminescence; Computer science; Linearity; Volume (thermodynamics); Chemiluminescent immunoassay; Chromatography; Telecommunications; Engineering; Medicine; Chemistry; Electrical engineering; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01356318,0.001299319,0.0004228336,0.0009500097,0.0004911092,0.001021836,0.001306891,0.0010024,0.001007767],"category_scores_gemma":[0.01092139,0.0004608567,0.0006095219,0.0007553855,0.0008093316,0.001076212,0.001149804,0.0008372096,0.0006366883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182182,"about_ca_system_score_gemma":0.0009239559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002514839,"about_ca_topic_score_gemma":0.002398933,"domain_scores_codex":[0.9899682,0.005806647,0.0005457397,0.001449167,0.001911006,0.0003192126],"domain_scores_gemma":[0.9847831,0.004589545,0.00281648,0.001537814,0.00539527,0.000877902],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01070342,0.009523788,0.5863857,0.0007526873,0.001076526,0.0005842,0.002637555,0.009427356,0.1577311,0.0004461911,0.002632903,0.2180987],"study_design_scores_gemma":[0.001136454,0.08796985,0.7478707,0.0001175168,0.001139591,0.004267104,0.002132588,0.0236264,0.1203647,0.0002631178,0.01087816,0.0002336709],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9679888,0.0004289216,0.0275839,0.000175673,0.00004691448,0.0008556159,0.0004831909,0.0004451622,0.001991716],"genre_scores_gemma":[0.9469665,0.0001858896,0.05004759,0.0002301248,0.00003277641,0.0005392483,0.001125495,0.00007182681,0.00080056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01356318,"threshold_uncertainty_score":0.07172978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01753354965841438,"score_gpt":0.2251352313207649,"score_spread":0.2076016816623505,"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."}}