{"id":"W2150132175","doi":"10.1164/rccm.201207-1258ed","title":"Predicting New and Persistent Asthma","year":2012,"lang":"en","type":"letter","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Asthma and respiratory diseases","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Medicine; Asthma; Intensive care medicine; MEDLINE; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001855378,0.0005375589,0.001206109,0.001195545,0.00293198,0.002311226,0.0007893231,0.01892457,0.005413792],"category_scores_gemma":[0.02277456,0.0006081585,0.000825942,0.0005636699,0.0009077499,0.001515671,0.0007918601,0.0155735,0.003725533],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00246518,"about_ca_system_score_gemma":0.002497147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007825716,"about_ca_topic_score_gemma":0.01836419,"domain_scores_codex":[0.9979342,0.0006532,0.0003507358,0.0002245381,0.000449758,0.0003875452],"domain_scores_gemma":[0.9930872,0.002870463,0.000438579,0.0002330597,0.001517009,0.001853606],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0001943679,0.0001566885,0.03869238,0.00005572585,0.00005416403,0.009391003,0.0001739714,0.0001567472,0.000366637,0.001057008,0.9133146,0.03638675],"study_design_scores_gemma":[0.0008962333,0.0005813271,0.1258902,0.001884157,0.0005117668,0.06293974,0.002500326,0.008796776,0.001128253,0.02390067,0.77064,0.0003304197],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005503417,0.001288814,0.0001473225,0.9638454,0.0197314,0.00002093602,0.0001238051,0.00003618931,0.009302684],"genre_scores_gemma":[0.07823018,0.002119414,0.0008615625,0.8128243,0.09084142,0.0000719974,0.0002278396,0.00003602427,0.01478721],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01892457,"threshold_uncertainty_score":0.01811099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0211888216146493,"score_gpt":0.2996489375151846,"score_spread":0.2784601159005353,"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."}}