{"id":"W4254534862","doi":"10.1503/cmaj.091502","title":"More book reviews at cmaj.ca","year":2009,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Disaster Response and Management","field":"Health Professions","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003069443,0.000889473,0.0008312577,0.002565311,0.001063449,0.003693957,0.001070451,0.001742195,0.8585258],"category_scores_gemma":[0.002315216,0.0004450404,0.0005818839,0.00256491,0.0003145975,0.001891669,0.001176131,0.001989622,0.7851974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001182872,"about_ca_system_score_gemma":0.002118654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009732087,"about_ca_topic_score_gemma":0.03033658,"domain_scores_codex":[0.999655,0.00002306605,0.00001782093,0.0000492278,0.0002114044,0.0000433898],"domain_scores_gemma":[0.9983798,0.0002114912,0.00008877766,0.00008847583,0.0006516058,0.0005798025],"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":[0.000004627874,0.000008054293,0.00001974088,0.0000565949,6.571588e-7,0.00001208035,0.000004620284,0.000006819734,0.00002602677,0.0002718784,0.9745107,0.02507811],"study_design_scores_gemma":[0.000002823582,0.000002041511,0.0001263394,0.00005321702,9.408473e-7,0.0000327554,0.000009394696,0.000004772902,0.00001096535,0.0001165509,0.9996376,0.000002518258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0001469953,0.01074902,0.000301976,0.00568778,0.01002604,0.00005034321,0.001866856,0.001164957,0.9700061],"genre_scores_gemma":[0.0007262797,0.005073205,0.0002700613,0.003162148,0.002523084,0.00002881606,0.001001666,0.0003739158,0.9868408],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.8585258,"threshold_uncertainty_score":0.2017958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03012670083820427,"score_gpt":0.3798064369621189,"score_spread":0.3496797361239146,"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."}}