{"id":"W2009722639","doi":"10.1159/000097676","title":"A Systematic Review of the Psychological Risk Factors Associated with Near Fatal Asthma or Fatal Asthma","year":2006,"lang":"en","type":"review","venue":"Respiration","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Ottawa Hospital; University of Ottawa","funders":"Harvard University","keywords":"Medicine; Asthma; Intensive care medicine; Immunology","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":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005302951,0.0005205858,0.003097123,0.0001492392,0.001068622,0.00003362334,0.0006698086,0.000931538,0.0003260826],"category_scores_gemma":[0.01099561,0.0002258385,0.0005350799,0.001333902,0.0001536851,0.0001086667,0.0001501778,0.002410189,0.0002183324],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005691391,"about_ca_system_score_gemma":0.002128834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003332826,"about_ca_topic_score_gemma":0.0003373334,"domain_scores_codex":[0.9837133,0.01081957,0.002831777,0.0005873091,0.001226297,0.0008217943],"domain_scores_gemma":[0.991412,0.003300596,0.003513348,0.001107019,0.0004387022,0.0002283306],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00002056807,0.000105187,0.0001783467,0.9805764,0.0001061093,0.00000599106,0.00008968776,6.637638e-7,6.349195e-8,0.00003942684,0.003187424,0.01569011],"study_design_scores_gemma":[0.000327159,0.0004226779,0.0005207026,0.8025998,0.0004396053,0.00000422908,0.0000265838,0.00001983389,1.452061e-7,0.000005276128,0.195392,0.0002419575],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001095899,0.9855809,0.00007106613,0.00008972856,0.0002824747,0.01159425,0.0005060525,0.00008649225,0.0006931005],"genre_scores_gemma":[0.0001665118,0.9963396,0.00002838154,0.0003271871,0.0001985812,0.0009985076,0.0006541732,0.00008238293,0.001204709],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1922045,"threshold_uncertainty_score":0.9998913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.17067101735811,"score_gpt":0.4983025836611513,"score_spread":0.3276315663030412,"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."}}