{"id":"W2040115446","doi":"10.1136/ebm.8.4.114","title":"Review: self management education improves outcomes in children and adolescents with asthma","year":2003,"lang":"en","type":"article","venue":"Evidence-Based Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Asthma; Self-management; Medicine; Asthma management; Psychology; Developmental psychology; Pediatrics; Computer science; Immunology; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004150079,0.0009290941,0.006653935,0.001264194,0.0004556632,0.001426915,0.001142111,0.002666263,0.006817717],"category_scores_gemma":[0.02220324,0.0005423938,0.002961673,0.001987211,0.0005269754,0.0009211075,0.0006397939,0.001626953,0.0005347453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001336596,"about_ca_system_score_gemma":0.00297614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005533629,"about_ca_topic_score_gemma":0.01654158,"domain_scores_codex":[0.9980633,0.0008634127,0.0004261715,0.0001565073,0.0004110872,0.00007951093],"domain_scores_gemma":[0.9902155,0.007501535,0.001396095,0.00007767132,0.0006152857,0.0001939443],"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":[0.003032851,0.0001537904,0.003035225,0.7162864,0.01537563,0.0002933128,0.0001832221,0.0001782643,0.0002976919,0.0003327975,0.02575794,0.2350729],"study_design_scores_gemma":[0.01130715,0.002317015,0.04996742,0.6702773,0.1577616,0.001783655,0.0005119104,0.0003809559,0.000763064,0.001061593,0.1037955,0.00007287741],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001957642,0.9943643,0.00007273119,0.001837746,0.0007830414,0.0001561445,0.0001975358,0.00001072518,0.0006202513],"genre_scores_gemma":[0.02509963,0.970583,0.0003149782,0.002573351,0.0007587423,0.0001783563,0.0001270551,0.000004755796,0.0003600611],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006817717,"threshold_uncertainty_score":0.0228076,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009777725495590698,"score_gpt":0.2838487232064913,"score_spread":0.2740709977109007,"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."}}