{"id":"W4230888432","doi":"10.1373/clinchem.2010.158097","title":"Commentary","year":2011,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007163782,0.001638282,0.00297513,0.001753154,0.01048061,0.01151063,0.005385038,0.134396,0.03256156],"category_scores_gemma":[0.05955065,0.001879308,0.002897606,0.001524401,0.00497182,0.003812708,0.003946227,0.07058093,0.02320536],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01363849,"about_ca_system_score_gemma":0.01690062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01709961,"about_ca_topic_score_gemma":0.02709412,"domain_scores_codex":[0.9871133,0.002662247,0.0009273374,0.002023481,0.004482337,0.002791342],"domain_scores_gemma":[0.9783014,0.008929635,0.00164007,0.0008730729,0.005353368,0.004902481],"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":[0.00002356101,0.000007586945,0.0001049145,0.00002477396,0.00001048554,0.0003633489,0.00003976071,0.00002051979,0.00003359081,0.001115292,0.9966393,0.001616898],"study_design_scores_gemma":[0.0001250093,0.00003889056,0.0005623997,0.0003231308,0.00005885548,0.0006557608,0.00020275,0.0001773526,0.00023145,0.005283817,0.9922724,0.0000682481],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001589057,0.0008225655,0.00005406782,0.9572384,0.03520451,0.00001935503,0.0000640022,0.00004251237,0.006395662],"genre_scores_gemma":[0.001070447,0.0003074098,0.00005582632,0.9663181,0.01983313,0.00003149889,0.00002665613,0.00002600264,0.0123309],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9674385,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1206398240242785,"score_gpt":0.3767185713149662,"score_spread":0.2560787472906877,"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."}}