{"id":"W4231997158","doi":"10.1373/clinchem.2016.263566","title":"Commentary","year":2016,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"Metabolism and Genetic Disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Calgary Laboratory Services","keywords":"Medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002982999,0.0009463436,0.001317657,0.0006750575,0.003355199,0.003512884,0.003173331,0.04512557,0.01587536],"category_scores_gemma":[0.02604775,0.0006734481,0.001352866,0.000524155,0.003041793,0.003729257,0.001766155,0.03666854,0.01726779],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004027249,"about_ca_system_score_gemma":0.004280639,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004766804,"about_ca_topic_score_gemma":0.00570316,"domain_scores_codex":[0.997084,0.0007289643,0.0002467161,0.0004807537,0.001067122,0.0003924158],"domain_scores_gemma":[0.9923791,0.003610721,0.0004906306,0.0002623689,0.001919747,0.001337433],"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":[0.00002195175,0.000006679338,0.00006882119,0.00002604469,0.000005519166,0.0004655367,0.00003415269,0.00001728656,0.00003778077,0.0007711421,0.9963093,0.002235725],"study_design_scores_gemma":[0.00009400281,0.00003973627,0.0003053812,0.0002394727,0.00001820026,0.00146704,0.0001454696,0.0001387693,0.0001676135,0.004594527,0.9927532,0.00003665054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001926912,0.001219093,0.00005140125,0.9424137,0.05264055,0.00001170194,0.00007787427,0.00004698666,0.003346039],"genre_scores_gemma":[0.001841627,0.0006387781,0.00005562838,0.9491685,0.04210614,0.00002392401,0.00003073603,0.00001846459,0.006116147],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9841247,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135341202925955,"score_gpt":0.3186946903344325,"score_spread":0.2973412783051729,"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."}}