{"id":"W7095310391","doi":"","title":"S.: The Brewer reference triad, in","year":2004,"lang":"en","type":"article","venue":"","topic":"Prenatal Screening and Diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Triad (sociology); Calibration; Quality (philosophy); Data quality; Random error; Systematic error","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008031555,0.001388265,0.0009447086,0.002408696,0.001277581,0.004602605,0.001151639,0.00181277,0.4612548],"category_scores_gemma":[0.002180456,0.0003657342,0.0003090653,0.002622557,0.0006723144,0.002294312,0.002009172,0.00212912,0.4481401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001095244,"about_ca_system_score_gemma":0.001549666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00521742,"about_ca_topic_score_gemma":0.007384267,"domain_scores_codex":[0.9989661,0.0001321951,0.0001368799,0.0003006799,0.00035712,0.0001070415],"domain_scores_gemma":[0.998898,0.0001040259,0.000167593,0.0001250664,0.0005336223,0.0001717675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002807082,0.00006967341,0.002643546,0.0002401379,0.00001461043,0.0005271077,0.0001237515,0.0002112131,0.001775843,0.009019461,0.5568215,0.4282725],"study_design_scores_gemma":[0.00001354986,0.00002682978,0.001439557,0.0001491995,0.000003702186,0.0003145651,0.00006973033,0.0000978195,0.0003217147,0.001225682,0.9963285,0.00000913344],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003467553,0.02540317,0.005096662,0.02014689,0.0126118,0.0002671372,0.02423507,0.003562091,0.9052097],"genre_scores_gemma":[0.01049002,0.01060687,0.005464908,0.003759056,0.001209858,0.0002115763,0.0132314,0.0009749371,0.9540513],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5387452,"threshold_uncertainty_score":0.7684547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03081521588461355,"score_gpt":0.2961534475799025,"score_spread":0.2653382316952889,"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."}}