{"id":"W2257036731","doi":"","title":"Is the elimination of 24-hour resident call a good idea?: YES.","year":2013,"lang":"en","type":"article","venue":"PubMed","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Computer science; Accident (philosophy); Data science; Computer security; Medicine; Medical emergency","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":[0.005587702,0.0005783901,0.0008639716,0.0007127217,0.001698047,0.002951337,0.001933781,0.004468878,0.01887581],"category_scores_gemma":[0.03676656,0.0002113888,0.001006025,0.0007021393,0.002367372,0.005494127,0.00200787,0.00739358,0.005526164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001813624,"about_ca_system_score_gemma":0.006964425,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006262485,"about_ca_topic_score_gemma":0.01290994,"domain_scores_codex":[0.9974166,0.0007025854,0.0001428651,0.0002420708,0.001093897,0.0004019044],"domain_scores_gemma":[0.9787896,0.004673961,0.002673857,0.0007577584,0.004641913,0.008462836],"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":[0.0003775517,0.0003843196,0.01683747,0.0009721668,0.0001713625,0.0001572334,0.0004875733,0.0001808087,0.000428232,0.007482325,0.6920879,0.2804331],"study_design_scores_gemma":[0.0003679495,0.002476211,0.1293634,0.006922124,0.0004570269,0.001514566,0.005464202,0.000662158,0.00166865,0.0194337,0.8313346,0.0003354296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0059873,0.009113222,0.001010962,0.9668525,0.009841116,0.00001894812,0.0002733674,0.0001437921,0.006758668],"genre_scores_gemma":[0.1705377,0.04904372,0.01013921,0.7008557,0.05009063,0.0002194071,0.00119314,0.0004065048,0.01751409],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01887581,"threshold_uncertainty_score":0.06314588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02207489385770719,"score_gpt":0.2513912827909854,"score_spread":0.2293163889332782,"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."}}