{"id":"W2789776615","doi":"10.1164/rccm.201801-0112le","title":"Unproven and Expensive May Still Be Justifiable","year":2018,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Intensive care medicine; MEDLINE; Law","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":[0.003733043,0.001035569,0.001247877,0.001003329,0.00766938,0.008242328,0.001820953,0.1055161,0.02437078],"category_scores_gemma":[0.05089816,0.0006711467,0.001413927,0.0006526641,0.006766113,0.006136911,0.003040054,0.08295274,0.01138422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005935175,"about_ca_system_score_gemma":0.00677965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002787933,"about_ca_topic_score_gemma":0.008298875,"domain_scores_codex":[0.994858,0.00146713,0.0005768317,0.0007908853,0.001193895,0.001113212],"domain_scores_gemma":[0.9823829,0.008554398,0.001293914,0.000552569,0.002711592,0.004504638],"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":[0.00004795655,0.00008922601,0.001399075,0.0000886682,0.00003218843,0.01450255,0.0003028988,0.0001895438,0.0002668707,0.02416447,0.9481454,0.01077112],"study_design_scores_gemma":[0.0001165315,0.00009870467,0.001376151,0.0009845473,0.00005518316,0.009914708,0.001800775,0.0007548347,0.0002231687,0.06426185,0.920314,0.0000994882],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000346351,0.0005288619,0.0001082845,0.9811301,0.01122884,0.00000695847,0.00001183123,0.00001653053,0.006622324],"genre_scores_gemma":[0.006635686,0.0009665377,0.000297129,0.9359421,0.04561463,0.0000226807,0.00001916033,0.00002137151,0.01048075],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1055161,"threshold_uncertainty_score":0.08152843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02284051839448248,"score_gpt":0.3270690961343345,"score_spread":0.3042285777398521,"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."}}