{"id":"W2087276036","doi":"10.1016/j.jpsychores.2009.04.012","title":"Psychological and self-management factors in near-fatal asthma","year":2009,"lang":"en","type":"article","venue":"Journal of Psychosomatic Research","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Anxiety; Asthma; Odds ratio; Depression (economics); Logistic regression; Medicine; Marital status; Psychology; Multivariate analysis; Toronto Alexithymia Scale; Internal medicine; Confidence interval; Clinical psychology; Psychiatry; Population","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009868775,0.0001189428,0.0003314916,0.0004502489,0.00008558528,0.00006648635,0.0001708554,0.00008571728,0.0001280976],"category_scores_gemma":[0.0001243023,0.00007506551,0.0001061675,0.0005116987,0.0001226449,0.0001261802,0.00002724915,0.0005626481,0.00002021295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006637337,"about_ca_system_score_gemma":0.00005585434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001354392,"about_ca_topic_score_gemma":5.88966e-7,"domain_scores_codex":[0.9977936,0.0002052693,0.0005257473,0.0001798079,0.0009519141,0.0003437252],"domain_scores_gemma":[0.9990327,0.0001170123,0.000111473,0.0002223776,0.0001502047,0.0003662261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003254841,0.01556301,0.629174,0.0009696163,0.0003641839,0.009031665,0.004674145,0.00001913062,0.003571716,0.001449167,0.03048369,0.3014448],"study_design_scores_gemma":[0.00244784,0.00273675,0.9858117,0.0004160971,0.00001544862,0.0002924638,0.0008589456,0.00007465154,0.00004740643,0.001230967,0.005990089,0.00007770015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992508,0.0008818808,0.00003263621,0.001707503,0.00008804699,0.0002865344,7.178323e-7,0.00001163291,0.004483042],"genre_scores_gemma":[0.9969839,0.0003828818,0.002182231,0.0001917047,0.0001300249,0.00000230112,5.416891e-7,0.000008720467,0.0001176241],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3566376,"threshold_uncertainty_score":0.3061083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05075822398554324,"score_gpt":0.4175816868675137,"score_spread":0.3668234628819705,"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."}}