{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003230933,0.001127261,0.001173133,0.0006731033,0.003593463,0.003669274,0.002234186,0.0463662,0.01931371],"category_scores_gemma":[0.03134266,0.000610298,0.001070191,0.0005550938,0.002622404,0.003264877,0.00233426,0.03717793,0.01898909],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005775285,"about_ca_system_score_gemma":0.004187399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01161292,"about_ca_topic_score_gemma":0.009809081,"domain_scores_codex":[0.9963611,0.001040037,0.0004229136,0.000517964,0.001013327,0.0006446839],"domain_scores_gemma":[0.9924622,0.00312097,0.0006740164,0.0002011305,0.002534223,0.001007472],"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":[0.00003943621,0.000008457282,0.0002577769,0.00003746261,0.000005549717,0.0006187439,0.0001668269,0.00002571982,0.00008391311,0.000684306,0.9962822,0.001789773],"study_design_scores_gemma":[0.00007147643,0.00005708508,0.001452495,0.0003623219,0.00001609078,0.002055391,0.001780006,0.0002650293,0.0002677231,0.003274001,0.9903101,0.00008813015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003474299,0.0003689182,0.00008501885,0.9778205,0.01808549,0.00003308944,0.0001706838,0.00007982792,0.003009008],"genre_scores_gemma":[0.002207356,0.0002057834,0.00008735984,0.9829704,0.006112269,0.00006205205,0.00004180417,0.0000262779,0.008286791],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.0463662,"threshold_uncertainty_score":0,"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."}}