{"id":"W4253489966","doi":"10.1373/clinchem.2009.133777","title":"Commentary","year":2009,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"Electrolyte and hormonal disorders","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.0001406097,0.000256074,0.0006507995,0.00001375415,0.0000319688,0.00001196276,0.0001930597,0.001494867,0.0006519755],"category_scores_gemma":[0.0001162703,0.0002299632,0.0005389528,0.00005724134,0.0001442076,0.00001375078,0.00003692761,0.004434524,0.0001449953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004671552,"about_ca_system_score_gemma":0.0001179861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002634304,"about_ca_topic_score_gemma":1.211465e-7,"domain_scores_codex":[0.9983465,0.00002398608,0.0005647636,0.0004308241,0.0002851899,0.0003487185],"domain_scores_gemma":[0.9989515,0.0002082245,0.0001287222,0.000525384,0.00004969122,0.0001364661],"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":[0.00006312848,0.0001375926,0.0007862251,0.0002109023,0.0001313702,0.000822067,0.000001033061,6.001156e-9,0.0002511022,1.934296e-7,0.9923244,0.005271955],"study_design_scores_gemma":[0.0009532408,0.0001904086,0.001228364,0.0001214534,0.0002945483,0.00006656801,0.000001820118,0.00000222957,0.0006899356,0.0002270572,0.9960021,0.0002223005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.004884031,0.0008892582,9.09257e-7,0.9173976,0.00005340842,0.0001168877,0.00001341652,0.00008229863,0.07656226],"genre_scores_gemma":[0.0009798541,0.0005466789,0.00006016357,0.9631267,0.01179446,0.000006678985,0.001942539,0.00003948161,0.02150339],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05505886,"threshold_uncertainty_score":0.9998014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03552247607911905,"score_gpt":0.3592100767661647,"score_spread":0.3236876006870457,"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."}}