{"id":"W4236021308","doi":"10.7861/clinmedicine.17-6-588a","title":"Response","year":2017,"lang":"en","type":"letter","venue":"Clinical Medicine","topic":"Healthcare Systems and Technology","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal College of Physicians and Surgeons of Canada","funders":"","keywords":"Medicine; Family medicine; Medical education","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":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.004357215,0.0003140445,0.001154617,0.0003533512,0.0002202242,0.00006782043,0.001008179,0.002136346,0.0006989967],"category_scores_gemma":[0.01488926,0.000221797,0.0001870664,0.0001267057,0.0007508649,0.000159744,0.0002878193,0.003214059,0.002738119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002686651,"about_ca_system_score_gemma":0.00008927954,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001576757,"about_ca_topic_score_gemma":0.00004981248,"domain_scores_codex":[0.9971716,0.0001089897,0.00118465,0.0006385649,0.0004029557,0.0004932587],"domain_scores_gemma":[0.9960285,0.001002647,0.001129161,0.00156767,0.0002505397,0.00002147833],"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":[0.00006595709,0.000009797062,0.001211812,0.0003145068,0.00002799942,0.001542289,0.00000187052,2.815675e-9,8.130876e-7,0.0004621478,0.9660287,0.03033406],"study_design_scores_gemma":[0.0007207374,0.00008768394,0.00338833,0.0007231018,0.00006720828,0.00001480586,0.00000857734,0.000009923929,5.844161e-8,0.002909305,0.9918484,0.0002218543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001598427,0.0003090554,0.00002015637,0.955312,0.009244701,0.0003403887,0.000002908729,0.0003059669,0.03286639],"genre_scores_gemma":[0.007723739,0.00003226912,0.00001645908,0.8660773,0.1141641,0.00002655134,0.00008058277,0.00006387386,0.01181512],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1049194,"threshold_uncertainty_score":0.9991591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1517920747851361,"score_gpt":0.4211036352579414,"score_spread":0.2693115604728053,"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."}}