{"id":"W7100343369","doi":"","title":"Commentary Recently published papers: Changing bandwagons, innovations and questioning dogma","year":2009,"lang":"en","type":"article","venue":"","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"PULMONARY EMBOLUS; Work (physics); MEDLINE; Pulmonary disease; Extracorporeal circulation","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":[0.07664286,0.00201851,0.003017568,0.004548652,0.006302764,0.0136006,0.01050027,0.06968124,0.01588899],"category_scores_gemma":[0.4120431,0.002123022,0.003829681,0.004332253,0.01182794,0.01828636,0.00456184,0.05059975,0.01187766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0117893,"about_ca_system_score_gemma":0.01889263,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006405514,"about_ca_topic_score_gemma":0.008824921,"domain_scores_codex":[0.9284495,0.02486984,0.01157652,0.005023992,0.02722114,0.00285894],"domain_scores_gemma":[0.5411319,0.291963,0.02618914,0.009237738,0.1167491,0.01472917],"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":[0.00004967334,0.000006593152,0.00004657678,0.0003917597,0.0000280079,0.0001518209,0.0001266548,0.0000180051,0.00002838265,0.001437214,0.9938646,0.00385073],"study_design_scores_gemma":[0.0001130974,0.00003729117,0.0003121333,0.003272981,0.00009972756,0.0004176308,0.000584371,0.0000667683,0.0001329805,0.00668709,0.9882107,0.00006525464],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0000451044,0.005141853,0.00008042793,0.8572817,0.1367943,0.00001225782,0.00005469159,0.00001656817,0.0005730648],"genre_scores_gemma":[0.0007718488,0.00501602,0.0002311458,0.7759196,0.2159152,0.00004440298,0.00003686047,0.00005514153,0.002009862],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.07664286,"threshold_uncertainty_score":0.405331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008651872346139098,"score_gpt":0.2662413480855539,"score_spread":0.2575894757394148,"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."}}