{"id":"W2055685598","doi":"10.1001/archsurg.136.2.169","title":"Current Health Care Crisis","year":2001,"lang":"en","type":"article","venue":"Archives of Surgery","topic":"Healthcare Policy and Management","field":"Economics, Econometrics and Finance","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Montreal General Hospital","funders":"","keywords":"Medicine; Current (fluid); Surgery; Intensive care medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0002397959,0.00008198946,0.000348042,0.0003513304,0.00006134104,0.000008739791,0.0001021267,0.00001534757,0.00008159305],"category_scores_gemma":[0.00004742651,0.00009645533,0.0001555066,0.0001424895,0.0000338229,0.00006221553,0.0000520199,0.0000747926,0.0001036949],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002553689,"about_ca_system_score_gemma":0.0000456945,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002820132,"about_ca_topic_score_gemma":0.0000780197,"domain_scores_codex":[0.9988919,0.00002342111,0.0005551131,0.0002118095,0.00002539563,0.0002922876],"domain_scores_gemma":[0.9992352,0.0001496486,0.0002465433,0.0002527086,0.000006844627,0.0001091225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003152161,0.000153507,0.1979309,0.0007508791,0.00004957671,0.000005178131,0.006302738,0.00001665459,6.799744e-7,0.3219713,0.02947088,0.4433162],"study_design_scores_gemma":[0.0000955366,0.00002150168,0.09169239,0.00005106065,0.000001191289,0.000001074925,0.0004159187,0.00003257634,0.000008717561,0.01852318,0.8890291,0.0001277929],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4366056,0.2079256,0.01970999,0.1189332,0.004519379,0.001117842,0.0008614852,0.0002330687,0.2100938],"genre_scores_gemma":[0.9858266,0.01259627,0.0002861122,0.001044574,0.0001016867,0.0000131517,0.00002380095,0.00001141637,0.00009638441],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8595582,"threshold_uncertainty_score":0.4263214,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1018557845295935,"score_gpt":0.3058773236658716,"score_spread":0.2040215391362781,"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."}}