{"id":"W4239047868","doi":"10.1503/cmaj.061456","title":"Last Gasp","year":2006,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Data science; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"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":[0.0004692558,0.0005785807,0.0004760067,0.001625603,0.001729387,0.002919852,0.0009025937,0.001097664,0.7547871],"category_scores_gemma":[0.002326374,0.000287817,0.0004539166,0.001147006,0.0002787101,0.001367143,0.00197101,0.001189457,0.5136146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001078973,"about_ca_system_score_gemma":0.001803023,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009343016,"about_ca_topic_score_gemma":0.01604382,"domain_scores_codex":[0.999446,0.00004201318,0.00002320108,0.00009617848,0.0002744546,0.0001181261],"domain_scores_gemma":[0.9979411,0.00009166411,0.00006717144,0.0001415657,0.0009991232,0.0007593278],"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":[0.00005262555,0.00001871348,0.0007018279,0.0000530388,0.000002727287,0.00009144552,0.00003150877,0.00004419563,0.0001962244,0.001042495,0.946813,0.05095223],"study_design_scores_gemma":[0.000006955908,0.00001722561,0.001622289,0.00003091896,0.0000018501,0.00009929676,0.00007432184,0.00005147829,0.0001354751,0.0002628944,0.9976921,0.000005213775],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.004221654,0.001448601,0.00104298,0.01171125,0.009257233,0.0001941211,0.02541926,0.003424213,0.9432806],"genre_scores_gemma":[0.007598696,0.0005252995,0.0004384703,0.001105692,0.0006258077,0.00002936809,0.005836547,0.0004880581,0.983352],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7547871,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006222435798332411,"score_gpt":0.2523592459741638,"score_spread":0.2461368101758314,"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."}}