{"id":"W4252138476","doi":"10.1373/clinchem.2019.302935","title":"Commentary","year":2019,"lang":"en","type":"letter","venue":"Clinical Chemistry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","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":[0.006659165,0.001644535,0.002832838,0.001807054,0.01107366,0.01346136,0.004893229,0.1322379,0.03888638],"category_scores_gemma":[0.05946625,0.001835188,0.002710421,0.001576253,0.005183286,0.003670266,0.003965973,0.06706219,0.02919445],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01361526,"about_ca_system_score_gemma":0.01785409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01996696,"about_ca_topic_score_gemma":0.0282937,"domain_scores_codex":[0.9877424,0.002249595,0.0008288887,0.001938767,0.004560438,0.002679875],"domain_scores_gemma":[0.9783102,0.008323446,0.001536655,0.0008985323,0.005364788,0.005566354],"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":[0.0000200251,0.000006560235,0.0000753293,0.00002217234,0.000008519584,0.0003031882,0.0000363033,0.00001699486,0.00003140905,0.001151615,0.9968792,0.0014487],"study_design_scores_gemma":[0.000104153,0.00002729719,0.0003929166,0.000300806,0.00003840023,0.0004240328,0.0001613005,0.0001404136,0.0001730693,0.005340688,0.992842,0.00005495274],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001435308,0.000987247,0.00005597559,0.9428211,0.04736574,0.00002091938,0.00008476171,0.0000482271,0.008472608],"genre_scores_gemma":[0.001139407,0.0003882741,0.00005726098,0.9562107,0.02524885,0.00003394064,0.00003383044,0.00003450743,0.01685324],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9611136,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07559021061823246,"score_gpt":0.3837777752585086,"score_spread":0.3081875646402762,"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."}}