{"id":"W1604617825","doi":"10.1002/cncy.20204","title":"Taking sides over taking call","year":2011,"lang":"en","type":"article","venue":"Cancer Cytopathology","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01059907,0.001054888,0.001036324,0.001398124,0.01025172,0.01079714,0.002808091,0.02098052,0.02483698],"category_scores_gemma":[0.05583924,0.0007505954,0.001295394,0.000744086,0.01085384,0.009650455,0.00524456,0.03604515,0.008618371],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01066468,"about_ca_system_score_gemma":0.01818944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04562689,"about_ca_topic_score_gemma":0.1108567,"domain_scores_codex":[0.9822566,0.002654037,0.001081915,0.00255311,0.00843244,0.003021886],"domain_scores_gemma":[0.9616458,0.01245744,0.001262382,0.001305921,0.01084207,0.01248635],"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":[0.00002126367,0.000009911299,0.0001400747,0.00008657325,0.000007065542,0.0001340708,0.0003662702,0.00001391261,0.00006692849,0.004349275,0.9795322,0.0152724],"study_design_scores_gemma":[0.00001244274,0.00001816192,0.0002464088,0.0003558704,0.00001004233,0.0001717321,0.000464637,0.00002113984,0.00006325859,0.001991571,0.9966202,0.00002451288],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004949264,0.01243295,0.000458844,0.6807151,0.2864862,0.00002747915,0.00005713998,0.0001399674,0.01918733],"genre_scores_gemma":[0.007769811,0.007532336,0.0003916901,0.8064985,0.150445,0.00002403445,0.00005172489,0.0001526107,0.02713431],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04562689,"threshold_uncertainty_score":0.09072262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06061283063047156,"score_gpt":0.3367078721372063,"score_spread":0.2760950415067347,"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."}}