{"id":"W3157276476","doi":"10.22454/fammed.2021.793258","title":"Authors’ Response to Drs Bell and Kozakowski","year":2021,"lang":"en","type":"article","venue":"Family Medicine","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Psychology","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":[0.006941136,0.001114335,0.002186873,0.00145304,0.00387142,0.005551209,0.002979824,0.03545826,0.03015192],"category_scores_gemma":[0.08607017,0.0010564,0.001638578,0.001257746,0.003216423,0.00316623,0.004670827,0.03486326,0.01812392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005343704,"about_ca_system_score_gemma":0.007403484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005242461,"about_ca_topic_score_gemma":0.009462618,"domain_scores_codex":[0.9930453,0.001571325,0.001179577,0.0006410275,0.002582521,0.0009803537],"domain_scores_gemma":[0.9490841,0.01917485,0.004516417,0.001307657,0.02059079,0.005326245],"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":[0.00001636707,0.000005327852,0.0001314394,0.00005340094,0.000007597701,0.000136061,0.00004612748,0.00002409169,0.00001866399,0.0003631705,0.9968746,0.002323097],"study_design_scores_gemma":[0.00004824062,0.00002294288,0.0008961278,0.0004948732,0.00002332762,0.0006469405,0.0007125807,0.0001160898,0.00009077981,0.001201761,0.9956949,0.00005144775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001128428,0.001243023,0.00005729711,0.9039619,0.09337678,0.0000097879,0.00005610075,0.00002322039,0.001159161],"genre_scores_gemma":[0.001792965,0.001351698,0.0001635971,0.8972357,0.09132463,0.00005012639,0.00005846535,0.00002730288,0.007995627],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03545826,"threshold_uncertainty_score":0.1008683,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657236145340533,"score_gpt":0.3255821212480918,"score_spread":0.2890097597946865,"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."}}