{"id":"W4241162461","doi":"10.1373/clinchem.2013.209387","title":"Commentary","year":2013,"lang":"en","type":"article","venue":"Clinical Chemistry","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juvenile Diabetes Research Foundation","funders":"","keywords":"Medicine; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.01109088,0.001189593,0.002071025,0.001887824,0.006663813,0.008454077,0.006154529,0.08635888,0.04527376],"category_scores_gemma":[0.1073843,0.001311938,0.00324049,0.001692099,0.004735663,0.003834266,0.004595443,0.05922166,0.02863063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01008766,"about_ca_system_score_gemma":0.01632492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01624084,"about_ca_topic_score_gemma":0.02304974,"domain_scores_codex":[0.984376,0.002979802,0.001166299,0.002507477,0.006372769,0.002597657],"domain_scores_gemma":[0.9403623,0.02867778,0.003084893,0.00223264,0.01772072,0.007921658],"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":[0.00002024552,0.000003914553,0.00005118799,0.00004000738,0.000008315864,0.00009253976,0.00003445975,0.00001068805,0.00002862573,0.001244019,0.9968866,0.001579376],"study_design_scores_gemma":[0.00006599272,0.00001671706,0.0003088155,0.0004372069,0.00003687256,0.0001704142,0.0001478561,0.00003994756,0.000137849,0.002754013,0.9958546,0.00002983472],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001414928,0.001359136,0.00007515893,0.9067957,0.0849214,0.00002078388,0.0001165022,0.00003761903,0.006532142],"genre_scores_gemma":[0.0008861077,0.0004039682,0.00006620296,0.960974,0.02872896,0.00003211705,0.00004006324,0.00002878979,0.008839791],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.08635888,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05652420307972392,"score_gpt":0.3827630497762607,"score_spread":0.3262388466965368,"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."}}